Independent Research Initiative
Collective Integration Research Initiative
The Collective Integration Research Initiative supports the rigorous study of collective integration through theoretical development, testable methods, and interdisciplinary collaboration grounded in critical scientific discussion.
About the Initiative
The Collective Integration Research Initiative is an independent research effort devoted to the scientific study of collective integration, neural synchrony, and group-level coordination dynamics. Building on four years of sustained theoretical and methodological work, the initiative seeks to develop a careful and empirically grounded framework for investigating how coordinated interaction may give rise to measurable integrative states across individuals.
It also aims to provide a space for interdisciplinary collaboration, constructive criticism, and serious discussion concerning theory, methods, and experimental design. Its approach is deliberately restrained, emphasizing rigor, transparency, and falsifiable models over speculative conclusions.
Core Focus
Developing disciplined conceptual frameworks for studying collective integration.
Designing measurable, falsifiable approaches for empirical investigation.
Encouraging interdisciplinary collaboration, critique, and methodological refinement.
Initiative Updates
Recent progress and developments
Recent Update
Private Research Support Received for GICI Experimental Development
The Collective Integration Research Initiative has received a $50,000 private research grant to support early experimental work related to the Group Integrative Coupling Index (GICI). This support will help advance the methodological and empirical development of the initiative’s research program. The initiative is grateful for this early vote of confidence and looks forward to sharing appropriate updates as the work progresses.
Research Direction
The initiative examines how coordinated interaction may produce measurable forms of group-level integration. Current work draws from social neuroscience, electrophysiology, systems theory, and electromagnetic approaches to consciousness, with an emphasis on neural synchrony, group coordination, and operational frameworks that can be evaluated empirically.
Collective Integration
Investigating whether coordinated interaction can produce stable, measurable group-level integrative regimes.
Neural Synchrony
Studying phase-based coordination, cross-brain alignment, and the dynamics of interaction-contingent coupling.
Methods and Measurement
Developing disciplined indices, experimental paradigms, and analytic frameworks for empirical research.
Community Contributions
Help Build the Literature Archive
CIRI is expanding its public literature archive on collective cognition, neural synchrony, consciousness theory, and group integration. Researchers, students, and independent scholars are invited to suggest papers, theoretical works, and important critiques.
Scientific Exchange and Collaboration
The initiative is intended not only as a research platform, but also as a serious space for interdisciplinary exchange. It welcomes thoughtful correspondence, constructive criticism, and discussion related to theory, methods, experimental design, and the empirical study of collective integration.
Particular interest includes collaboration with researchers, students, and professionals working in neuroscience, electrophysiology, social cognition, complex systems, consciousness studies, and related fields. The aim is to encourage careful dialogue that strengthens the rigor and testability of work in this area.
Research Notes
Short scholarly summaries of ongoing work, written for clarity and public scientific communication while fuller manuscripts are in development, under review, or otherwise not yet posted in full.
Publications and Working Papers
An archive for research notes, manuscripts under review, future working papers, and publications associated with the initiative.
Principles
- Rigor: Research questions should be framed in ways that admit empirical evaluation.
- Restraint: Claims should remain proportional to the available evidence.
- Transparency: Assumptions, methods, and limitations should be stated clearly.
- Collaboration: Progress depends on interdisciplinary exchange and constructive criticism.
Contact
The initiative welcomes thoughtful correspondence related to theory, methods, collaboration, and scientific discussion.
Email: rgervin@collectiveintegrationresearch.org
Founder: Richard C. Gervin Jr.
Status: Independent, unaffiliated research initiative
Research Notes
Current work and scholarly summaries
Research notes provide concise, public-facing summaries of ongoing work. They are intended to clarify the scientific motivation, central contribution, and methodological direction of a project without reproducing the full manuscript.
Research Note 01
Toward a Testable Framework for Collective Integration
Based on the manuscript under review: A Theoretical Framework for Collective Integration: Neural Synchrony, Electromagnetic Constraints, and a Testable Index
Collective integration has long been discussed at philosophical and theoretical levels, but advances in hyperscanning and social neuroscience now make it possible to investigate aspects of group-level coordination empirically. This project develops a restrained framework for studying whether, under certain interaction-dependent conditions, multiple individuals may temporarily enter a measurable integrative regime rather than functioning as fully independent processors.
At the center of the work is the Group Integrative Coupling Index (GICI), a proposed scalar index designed to detect sustained, nonlinear, and interaction-specific forms of cross-brain coordination while distinguishing them from shared stimulation, artifact, or coincident synchrony. The framework treats synchrony as necessary but not sufficient. The more difficult scientific problem is determining when coordinated activity reflects a genuinely interaction-dependent group regime rather than parallel responses to the same task environment.
The methodological aim is to provide a more disciplined bridge between broad theoretical questions about collective integration and concrete empirical research. In practical terms, the work defines a testable program centered on inter-brain phase-based synchrony, explicit disruption penalties, behavioral coordination measures, matched co-stimulation controls, and preregistered-style decision rules. The proposal does not claim to demonstrate group-level subjective experience. Rather, it seeks to establish a scientifically defensible way of identifying candidate integrative states that can be tested, refined, or rejected through data.
More broadly, this line of work is meant to support a research agenda in which questions about collective integration can be approached with methodological restraint, conceptual clarity, and openness to falsification. The goal is not to overstate what current evidence can support, but to help create a framework in which these questions can be investigated in a more rigorous and experimentally tractable way.
Focus
A methods-oriented summary of the GICI framework as a way to study candidate group-level integrative regimes.
Why a research note
This format allows the site to present the core contribution and research direction without posting the full manuscript while the work is under review.
Discussion
Thoughtful correspondence is welcome on theory, methods, experimental design, and related empirical work relevant to collective integration.
Foundational Literature
A curated guide to foundational and relevant scholarship
This section provides a curated selection of foundational and relevant literature related to collective integration, inter-brain synchrony, coordination dynamics, consciousness studies, and associated measurement methods. These works help frame the broader scientific context in which this research is situated.
Purpose of this section
This section is intended to serve as a structured point of entry into the broader literature surrounding collective integration and related scientific questions. It is not meant to function as an exhaustive bibliography, but as a selective and evolving guide to works that have been influential, methodologically relevant, or theoretically important in shaping the present research direction.
Inclusion here does not imply full agreement with every claim made in a given paper. Rather, these works are included because they contribute meaningfully to the scientific conversation, provide methodological grounding, or help clarify the conceptual landscape in which this initiative operates.
Search the full literature archive by author, title, topic, research area, citation, or keyword. Matching sections open automatically.
Community Contributions
Suggest a paper for the CIRI literature archive
Researchers, students, and independent scholars are invited to recommend papers, books, critiques, or theoretical works relevant to collective integration, neural synchrony, consciousness studies, hyperscanning, systems theory, or frontier consciousness research.
Lindenberger, Li, Gruber, and Müller (2009)
Title: Brains swinging in concert: cortical phase synchronization while playing guitar
Lindenberger, U., Li, S.-C., Gruber, W., & Müller, V. (2009). Brains swinging in concert: Cortical phase synchronization while playing guitar. BMC Neuroscience, 10, 22.
A landmark study showing that coordinated joint action can be associated with cross-brain phase synchronization during musical performance. This work is foundational for thinking about interaction-dependent synchrony in real-world group behavior.
Sänger, Müller, and Lindenberger (2012)
Title: Intra- and interbrain synchronization and network properties when playing guitar in duets
Sänger, J., Müller, V., & Lindenberger, U. (2012). Intra- and interbrain synchronization and network properties when playing guitar in duets. Frontiers in Human Neuroscience, 6, 312.
A key duet study showing how coordinated musical performance can be analyzed at both the within-brain and between-brain level. It remains one of the clearest empirical anchors for interaction-dependent synchrony.
Czeszumski et al. (2020)
Title: Hyperscanning: A valid method to study neural inter-brain underpinnings of social interaction
Czeszumski, A., Eustergerling, S., Lang, A., Menrath, D., Gerstenberger, M., Schuberth, S., Schreiber, F., Rendon, Z. Z., & König, P. (2020). Hyperscanning: A valid method to study neural inter-brain underpinnings of social interaction. Frontiers in Human Neuroscience, 14, 39.
A strong methodological anchor for the literature section. This paper is useful for framing why hyperscanning can be a valid approach for studying real-time social interaction while also clarifying its constraints.
Müller, Ohström, and Lindenberger (2021)
Müller, V., Ohström, K.-R. P., & Lindenberger, U. (2021). Interactive brains, social minds: Neural and physiological mechanisms of interpersonal action coordination. Neuroscience & Biobehavioral Reviews, 128, 661–677.
A major review connecting inter-brain synchrony to interpersonal coordination, physiology, and social interaction. It is especially valuable for readers looking for a broader synthesis of the field.
Gugnowska et al. (2022)
Title: Endogenous sources of interbrain synchrony in duetting pianists
Gugnowska, K., Novembre, G., Kohler, N., Villringer, A., Keller, P. E., & Sammler, D. (2022). Endogenous sources of interbrain synchrony in duetting pianists. Cerebral Cortex, 32, 4110–4127.
An important newer contribution showing that inter-brain synchrony in music performance is not reducible to simple shared input alone, making it highly relevant to questions of endogenous coordination.
Dumas, Nadel, Soussignan, Martinerie, and Garnero (2010)
Title: Inter-brain synchronization during social interaction
Dumas, G., Nadel, J., Soussignan, R., Martinerie, J., & Garnero, L. (2010). Inter-brain synchronization during social interaction. PLoS ONE, 5(8), e12166.
An early and influential study that helped establish inter-brain synchrony as a serious empirical topic in social neuroscience.
Konvalinka et al. (2014)
Konvalinka, I., Bauer, M., Stahlhut, C., Hansen, L. K., Roepstorff, A., & Frith, C. D. (2014). Frontal alpha oscillations distinguish leaders from followers: Multivariate decoding of mutually interacting brains. NeuroImage, 94, 79–88.
A useful example of how role structure and interaction dynamics can shape measurable cross-brain patterns during coordinated behavior.
Sänger, Müller, and Lindenberger (2013)
Title: Directionality in hyperbrain networks discriminates between leaders and followers in guitar duets
Sänger, J., Müller, V., & Lindenberger, U. (2013). Directionality in hyperbrain networks discriminates between leaders and followers in guitar duets. Frontiers in Human Neuroscience, 7, 234.
Extends duet work by examining directionality in hyper-brain networks and showing how leader-follower structure can be resolved in the data.
Müller and Lindenberger (2019)
Title: Dynamic orchestration of brains and instruments during free guitar improvisation
Müller, V., & Lindenberger, U. (2019). Dynamic orchestration of brains and instruments during free guitar improvisation. Frontiers in Integrative Neuroscience, 13, 50.
A useful expansion paper for readers interested in improvisation, flexible coordination, and the dynamics of real-time coupled performance.
Müller (2022)
Title: Neural synchrony and network dynamics in social interaction: a hyper-brain cell assembly hypothesis
Müller, V. (2022). Neural synchrony and network dynamics in social interaction: A hyper-brain cell assembly hypothesis. Frontiers in Human Neuroscience, 16, 848026.
A theory-forward contribution that helps readers connect empirical synchrony findings to broader network-level interpretations of social interaction.
Müller and Lindenberger (2014)
Title: Hyper-brain networks support romantic kissing in humans
Müller, V., & Lindenberger, U. (2014). Hyper-brain networks support romantic kissing in humans. PLoS ONE, 9, e112080.
An unconventional but notable hyper-brain study that is better suited to the expanded list than the front layer of core foundational papers.
Nagel (1974)
Title: What is it like to be a bat?
Nagel, T. (1974). What is it like to be a bat? The Philosophical Review, 83(4), 435–450.
A foundational philosophical essay that frames consciousness around subjective experience and the question of what it is like to be a conscious organism.
Chalmers (1995)
Title: Facing up to the problem of consciousness
Chalmers, D. J. (1995). Facing up to the problem of consciousness. Journal of Consciousness Studies, 2(3), 200–219.
This paper introduces the influential distinction between the easy problems of consciousness and the hard problem of subjective experience.
Jackson (1982)
Title: Epiphenomenal qualia
Jackson, F. (1982). Epiphenomenal qualia. The Philosophical Quarterly, 32(127), 127–136.
A central knowledge-argument paper that uses the Mary thought experiment to ask whether complete physical knowledge leaves out the felt quality of experience.
Levine (1983)
Title: Materialism and qualia: the explanatory gap
Levine, J. (1983). Materialism and qualia: The explanatory gap. Pacific Philosophical Quarterly, 64(4), 354–361.
Introduces the explanatory gap between physical mechanisms and subjective experience, a key bridge into later discussions of the hard problem.
Dennett (1988)
Title: Quining qualia
Dennett, D. C. (1988). Quining qualia. In A. J. Marcel & E. Bisiach (Eds.), Consciousness in Contemporary Science. Oxford University Press.
A major skeptical challenge to traditional qualia talk and a useful counterweight to hard-problem arguments based on private inner qualities.
Paul Churchland (1981)
Title: Eliminative materialism and the propositional attitudes
Churchland, P. M. (1981). Eliminative materialism and the propositional attitudes. The Journal of Philosophy, 78(2), 67–90.
A classic eliminative-materialist paper arguing that some everyday mental-state concepts may be replaced by more mature neuroscience.
Patricia Churchland (1986)
Title: Neurophilosophy: toward a unified science of the mind-brain
Churchland, P. S. (1986). Neurophilosophy: Toward a unified science of the mind-brain. MIT Press.
A foundational neurophilosophical work arguing for close integration between philosophy of mind and empirical neuroscience.
Block (1995)
Title: On a confusion about a function of consciousness
Block, N. (1995). On a confusion about a function of consciousness. Behavioral and Brain Sciences, 18(2), 227–247.
A key conceptual paper distinguishing phenomenal consciousness from access consciousness, helping clarify what researchers mean when they use the word consciousness.
Crick and Koch (1990)
Title: Towards a neurobiological theory of consciousness
Crick, F., & Koch, C. (1990). Towards a neurobiological theory of consciousness. Seminars in the Neurosciences, 2, 263–275.
An important bridge from philosophical consciousness questions into the modern neuroscience search for neural correlates of conscious experience.
Dehaene and Changeux (2011)
Title: Experimental and theoretical approaches to conscious processing
Dehaene, S., & Changeux, J.-P. (2011). Experimental and theoretical approaches to conscious processing. Neuron, 70(2), 200–227.
A major review of conscious access and global workspace approaches, showing how information may move beyond nonconscious processing into reportable awareness.
Laureys (2005)
Title: The neural correlate of (un)awareness: lessons from the vegetative state
Laureys, S. (2005). The neural correlate of (un)awareness: Lessons from the vegetative state. Trends in Cognitive Sciences, 9(12), 556–559.
A clinically important paper showing why consciousness research matters for wakefulness, awareness, diagnosis, and the ethical interpretation of limited behavioral responsiveness.
Tononi (2004)
Title: An information integration theory of consciousness
Tononi, G. (2004). An information integration theory of consciousness. BMC Neuroscience, 5, 42.
Tononi’s work is important as a broader theoretical attempt to link integration with consciousness in a principled way. Even where the present work departs from IIT, it remains a major reference point in thinking about integration as a measurable property.
Tononi (2008)
Title: Consciousness as integrated information: a provisional manifesto
Tononi, G. (2008). Consciousness as integrated information: A provisional manifesto. Biological Bulletin, 215(3), 216–242.
This later manifesto remains useful for understanding how integrated information theory was articulated as a broader framework for consciousness research.
McFadden (2002)
McFadden, J. (2002). Synchronous firing and its influence on the brain's electromagnetic field: Evidence for an electromagnetic field theory of consciousness. Journal of Consciousness Studies, 9(4), 23–50.
McFadden’s field-based approach is relevant for the theoretical background of electromagnetic integration and for framing questions about whether field-level organization may play a role in conscious systems.
McFadden (2020)
Title: Integrating information in the brain's EM field: the cemi field theory of consciousness
McFadden, J. (2020). Integrating information in the brain's EM field: The cemi field theory of consciousness. Neuroscience of Consciousness, 2020(1), niaa016.
This paper provides a more recent and extended presentation of the CEMI approach and is especially useful for readers interested in field-based models of conscious integration.
Hameroff and Penrose (2014)
Title: Consciousness in the universe: a review of the 'Orch OR' theory
Hameroff, S., & Penrose, R. (2014). Consciousness in the universe: A review of the 'Orch OR' theory. Physics of Life Reviews, 11(1), 39–78.
This review is a useful entry point for quantum approaches to consciousness and for understanding one of the most influential nonclassical proposals in the field.
Tegmark (2000)
Title: Importance of quantum decoherence in brain processes
Tegmark, M. (2000). Importance of quantum decoherence in brain processes. Physical Review E, 61(4), 4194–4206.
Tegmark’s critique remains important because it sets physical and temporal constraints on more speculative quantum accounts of consciousness and helps sharpen theoretical discipline.
Dehaene et al. (2006)
Title: Conscious, preconscious, and subliminal processing: a testable taxonomy
Category: Awareness and unconscious processing
Dehaene, S., Changeux, J.-P., Naccache, L., Sackur, J., & Sergent, C. (2006). Conscious, preconscious, and subliminal processing: A testable taxonomy. Trends in Cognitive Sciences, 10(5), 204–211.
A useful framework for distinguishing conscious access, preconscious availability, and subliminal processing. It supports careful discussion of what can and cannot be inferred from unconscious perception findings.
Koch and Tsuchiya (2007)
Title: Attention and consciousness: two distinct brain processes
Category: Attention and consciousness
Koch, C., & Tsuchiya, N. (2007). Attention and consciousness: Two distinct brain processes. Trends in Cognitive Sciences, 11(1), 16–22.
A central paper for separating attention from consciousness and for explaining why selection, reportability, and subjective experience should not be collapsed into one concept.
Posner and Petersen (1990)
Title: The attention system of the human brain
Category: Cognitive neuroscience of attention
Posner, M. I., & Petersen, S. E. (1990). The attention system of the human brain. Annual Review of Neuroscience, 13, 25–42.
A foundational review on human attention systems, useful for explaining attention as a selective and control-oriented process rather than consciousness itself.
Treisman and Gelade (1980)
Title: A feature-integration theory of attention
Category: Selective attention and perceptual binding
Treisman, A. M., & Gelade, G. (1980). A feature-integration theory of attention. Cognitive Psychology, 12(1), 97–136.
A landmark attention paper relevant to how features are selected and integrated into perceived objects, and why attention matters for perceptual organization.
Simons and Chabris (1999)
Title: Gorillas in our midst: sustained inattentional blindness for dynamic events
Category: Inattentional blindness
Simons, D. J., & Chabris, C. F. (1999). Gorillas in our midst: Sustained inattentional blindness for dynamic events. Perception, 28(9), 1059–1074.
This well-known study demonstrates how focused attention can shape conscious notice and why seeing a scene is not the same as consciously noticing every event in it.
Cowan (2001)
Title: The magical number 4 in short-term memory: a reconsideration of mental storage capacity
Category: Attention and working memory
Cowan, N. (2001). The magical number 4 in short-term memory: A reconsideration of mental storage capacity. Behavioral and Brain Sciences, 24(1), 87–114.
Important background for discussing the relationship between attention and working memory while keeping the two concepts analytically distinct.
Gallagher (2000)
Title: Philosophical conceptions of the self: implications for cognitive science
Category: Self-awareness and cognitive science
Gallagher, S. (2000). Philosophical conceptions of the self: Implications for cognitive science. Trends in Cognitive Sciences, 4(1), 14–21.
A clear entry point for distinguishing bodily, minimal, narrative, and reflective dimensions of selfhood in cognitive science.
Blanke and Metzinger (2009)
Title: Full-body illusions and minimal phenomenal selfhood
Category: Bodily self-awareness
Blanke, O., & Metzinger, T. (2009). Full-body illusions and minimal phenomenal selfhood. Trends in Cognitive Sciences, 13(1), 7–13.
A useful reference for the bodily and spatial dimensions of self-awareness, including how body ownership and self-location can be experimentally disturbed.
Hebb (1949)
Title: The Organization of Behavior: A Neuropsychological Theory
Category: Neural organization and learning
Hebb, D. O. (1949). The Organization of Behavior: A Neuropsychological Theory. New York, NY: John Wiley and Sons.
Hebb is foundational for thinking about neural assemblies, learning, and the possibility that coordinated neural activity can form functional units. This work gives the broader CIRI literature a strong historical anchor.
Lutz et al. (2004)
Title: Long-term meditators self-induce high-amplitude gamma synchrony during mental practice
Category: Neural synchrony and contemplative practice
Lutz, A., Greischar, L. L., Rawlings, N. B., Ricard, M., & Davidson, R. J. (2004). Long-term meditators self-induce high-amplitude gamma synchrony during mental practice. Proceedings of the National Academy of Sciences USA, 101(46), 16369–16373.
A major paper linking disciplined mental practice to high-amplitude gamma synchrony. It is relevant to CIRI because it connects conscious state modulation with measurable large-scale neural coordination.
Libet et al. (1979)
Title: Subjective referral of the timing for a conscious sensory experience
Category: Consciousness and temporal experience
Libet, B., Wright Jr., E. W., Feinstein, B., & Pearl, D. K. (1979). Subjective referral of the timing for a conscious sensory experience. Brain, 102, 193–224.
This work is useful for questions about subjective timing, neural measurement, and the relationship between conscious experience and physiological events.
Feynman (1986)
Title: Quantum mechanical computers
Category: Quantum computation and theoretical foundations
Feynman, R. P. (1986). Quantum mechanical computers. Foundations of Physics, 16(6), 507–531.
Feynman’s paper is not a consciousness paper, but it is useful background for readers exploring quantum information, computation, and the broader physical language sometimes invoked in frontier consciousness theory.
Tegmark (2000)
Title: The importance of quantum decoherence in brain processes
Category: Quantum brain theories and physical constraints
Tegmark, M. (2000). The importance of quantum decoherence in brain processes. Physical Review E, 61, 4194–4206.
This critique remains important because it places strong physical constraints on claims about sustained quantum coherence in the brain.
Hagan, Hameroff, and Tuszynski (2001)
Title: Quantum computation in brain microtubules? Decoherence and biological feasibility
Category: Quantum consciousness debate
Hagan, S., Hameroff, S., & Tuszynski, J. (2001). Quantum computation in brain microtubules? Decoherence and biological feasibility. Physical Review E, 65, 061901.
This paper responds to decoherence objections and is useful for presenting the Orch OR debate as an active theoretical exchange rather than a settled matter.
Eccles (1992)
Title: Evolution of consciousness
Category: Evolution and consciousness
Eccles, J. C. (1992). Evolution of consciousness. Proceedings of the National Academy of Sciences USA, 89, 7320–7324.
A historically significant contribution to the biological and philosophical discussion of consciousness and its emergence.
He et al. (2011)
Title: From a single-band metal to a high temperature superconductor via two thermal phase transitions
Category: Quantum materials context
He, R.-H., Hashimoto, M., Karapetyan, H., Koralek, J. D., Hinton, J. P., Testaud, J. P., et al. (2011). From a single-band metal to a high temperature superconductor via two thermal phase transitions. Science, 331(6024), 1579–1583.
This paper is included as broader physics context for readers exploring coherence, phase transitions, and collective physical organization.
Benioff (1998)
Title: Quantum robots and environments
Category: Quantum systems and environments
Benioff, P. (1998). Quantum robots and environments. Physical Review A, 58, 893–904.
A theoretical contribution relevant to quantum information, embodied systems, and environment coupling.
Huxley (1893/1986)
Title: Method and Results: Essays
Category: Scientific method and philosophical context
Huxley, T. H. (1986). Method and Results: Essays, 1893.
Included as historical context for scientific reasoning, intellectual restraint, and the disciplined development of theory.
Bem (2012)
Category: Anomalous cognition and time
Bem, D. J. (2012). Feeling the future: Experimental evidence for anomalous retroactive influences on cognition and affect. Journal of Personality and Social Psychology, 100, 407–425.
A controversial paper included as frontier literature. Its value here is not as settled evidence, but as a case study in experimental claims at the boundary of cognition, time, and replication standards.
Bierman and Radin (1997)
Title: Anomalous anticipatory response on randomized future conditions
Category: Anomalous anticipatory response
Bierman, D. J., & Radin, D. I. (1997). Anomalous anticipatory response on randomized future conditions. Perceptual and Motor Skills, 84, 689–690.
Included as a frontier reference on physiological anticipation and anomalous cognition, with the understanding that such work requires careful methodological scrutiny.
Ma et al. (2012)
Title: Experimental delayed-choice entanglement swapping
Category: Quantum foundations
Ma, X.-S., Zotter, S., Kofler, J., Ursin, R., Jennewein, T., Brukner, C., et al. (2012). Experimental delayed-choice entanglement swapping. Nature Physics, 8, 480–485.
This physics paper is relevant to broader discussions of entanglement, measurement, and temporal ordering, but it should not be read as direct evidence for brain-level entanglement.
Margulis and Sagan (1995)
Title: What Is Life?
Category: Life, systems, and biological organization
Margulis, L., & Sagan, D. (1995). What Is Life? New York, NY: Simon and Schuster.
A broad systems-oriented work relevant to questions of biological organization, emergence, and life as an integrative process.
Hameroff (1998)
Title: Did consciousness cause the Cambrian evolutionary explosion?
Category: Consciousness and evolutionary speculation
Hameroff, S. (1998). Did consciousness cause the Cambrian evolutionary explosion? In S. R. Hameroff, A. W. Kaszniak, & A. C. Scott (Eds.), Toward a Science of Consciousness II: The Second Tucson Discussions and Debates. Cambridge, MA: MIT Press.
An exploratory theoretical contribution that belongs in a frontier section rather than the empirical core.
Grush and Churchland (1995)
Title: Gaps in Penrose’s toilings
Category: Critique of quantum consciousness
Grush, R., & Churchland, P. S. (1995). Gaps in Penrose’s toilings. Journal of Consciousness Studies, 2(1), 10–29.
A useful critical counterpoint that helps keep the quantum consciousness discussion balanced.
Bensimon and Chemat (1991)
Title: Microtubule disruption and cognitive defects: Effect of colchicine on learning behavior in rats
Category: Microtubules and cognition
Bensimon, G., & Chemat, R. (1991). Microtubule disruption and cognitive defects: Effect of colchicine on learning behavior in rats. Pharmacology Biochemistry and Behavior, 38, 141–145.
Included as biological background for cytoskeletal and microtubule-related claims about cognition.
Amos and Klug (1974)
Title: Arrangement of subunits in flagellar microtubules
Category: Microtubule structure
Amos, L. A., & Klug, A. (1974). An arrangement of subunits in flagellar microtubules. Journal of Cell Science, 14, 523–549.
A structural biology reference relevant to the microtubule literature that appears in some quantum consciousness debates.
Mandelkow, Song, and Mandelkow (1995)
Title: The microtubule lattice: Dynamic instability of concepts
Category: Microtubule dynamics
Mandelkow, E., Song, Y. H., & Mandelkow, E. M. (1995). The microtubule lattice: Dynamic instability of concepts. Trends in Cell Biology, 5(7), 262–266.
Useful background for readers evaluating biological claims about microtubule dynamics.
Kikkawa et al. (1994)
Title: Direct visualization of the microtubule lattice seam both in vitro and in vivo
Category: Microtubule lattice structure
Kikkawa, M., Ishikawa, T., Nakata, T., Wakabayashi, T., & Hirokawa, N. (1994). Direct visualization of the microtubule lattice seam both in vitro and in vivo. Journal of Cell Biology, 127(6), 1965–1971.
A specialized structural reference for understanding microtubule architecture.
McEwen and Edelstein (1980)
Title: Evidence for a mixed lattice in microtubules reassembled in vitro
Category: Microtubule lattice evidence
McEwen, B., & Edelstein, S. J. (1980). Evidence for a mixed lattice in microtubules reassembled in vitro. Journal of Molecular Biology, 139, 123–145.
Included as specialized background in the biological feasibility discussion around microtubules.
Georgiev (2009)
Title: Remarks on the number of tubulin dimers per neuron and implications for Hameroff and Penrose Orch OR
Category: Orch OR biological scale estimates
Georgiev, D. D. (2009). Remarks on the number of tubulin dimers per neuron and implications for Hameroff and Penrose Orch OR. NeuroQuantology, 7(4), 677–679.
A narrow technical reference relevant to scale assumptions in Orch OR discussions.
Tuszynski et al. (1998)
Category: Microtubules and information processing
Tuszynski, J. A., Brown, J. A., Hawrylak, P., & Marcer, P. (1998). Dielectric polarization, electrical conduction, information processing and quantum computation in microtubules. Are they plausible? Philosophical Transactions of the Royal Society of London A, 356, 1897–1926.
A central theoretical paper for evaluating claims about electrical and computational roles of microtubules.
Koch and Hepp (2006)
Title: Quantum mechanics in the brain
Category: Skeptical quantum brain commentary
Koch, C., & Hepp, K. (2006). Quantum mechanics in the brain. Nature, 440, 611.
A concise critical reference that helps frame the scientific burden carried by quantum brain proposals.
Reimers et al. (2009)
Category: Frohlich condensation and quantum consciousness
Reimers, J. R., McKemmish, L. K., McKenzie, R. H., Mark, A. E., & Hush, N. S. (2009). Weak, strong, and coherent regimes of Frohlich condensation and their applications to terahertz medicine and quantum consciousness. Proceedings of the National Academy of Sciences USA, 106(11), 4219–4224.
A critical and technical contribution to the feasibility debate around coherent biological excitation.
Samsonovich, Scott, and Hameroff (1992)
Category: Cytoskeletal information processing
Samsonovich, A., Scott, A., & Hameroff, S. (1992). Acousto-conformational transitions in cytoskeletal microtubules: Implications for intracellular information processing. Nanobiology, 1, 457–468.
A frontier theoretical reference linking microtubule structure to intracellular information processing.
McKemmish et al. (2009)
Category: Biological feasibility critique
McKemmish, L. K., Reimers, J. R., McKenzie, R. H., Mark, A. E., & Hush, N. S. (2009). Penrose and Hameroff orchestrated objective-reduction proposal for human consciousness is not biologically feasible. Physical Review E, 80(2 Pt 1), 021912.
An important critique that should be read alongside Orch OR and microtubule-based consciousness proposals.
Bianchi et al. (2009)
Title: Fluoxetine administration modulates the cytoskeletal microtubular system in the rat hippocampus
Category: Microtubules and neuropharmacology
Bianchi, M., Shah, A. J., Fone, K. C., Atkins, A. R., Dawson, L. A., Heidbreder, C. A., et al. (2009). Fluoxetine administration modulates the cytoskeletal microtubular system in the rat hippocampus. Synapse, 63, 359–364.
A biological reference linking pharmacological modulation and cytoskeletal systems in the brain.
Brunden et al. (2010)
Category: Microtubules, cognition, and pathology
Brunden, K. R., Zhang, B., Carroll, J., Yao, Y., Potuzak, J. S., Hogan, A. M., et al. (2010). Epothilone D improves microtubule density, axonal integrity and cognition in a transgenic mouse model of tauopathy. Journal of Neuroscience, 30, 13861–13866.
Relevant background for cytoskeletal integrity, neural function, and cognition.
Shimony (1993)
Title: Search for a Naturalistic Worldview, Vol. II: Natural Science and Metaphysics
Category: Naturalistic worldview and philosophy of science
Shimony, A. (1993). Search for a Naturalistic Worldview, Vol. II: Natural Science and Metaphysics. Cambridge, UK: Cambridge University Press.
A philosophical reference useful for readers interested in the boundary between natural science and metaphysical interpretation.
Stapp (2007)
Title: Mindful Universe: Quantum Mechanics and the Participating Observer
Category: Quantum theory and mind
Stapp, H. P. (2007). Mindful Universe: Quantum Mechanics and the Participating Observer. Springer.
A speculative but influential contribution to quantum mind discussions and the role of observation in physical theory.
Barrow and Tipler (1986)
Title: The Anthropic Cosmological Principle
Category: Cosmology and anthropic reasoning
Barrow, J. D., & Tipler, F. J. (1986). The Anthropic Cosmological Principle. Oxford: Oxford University Press.
Included as broader theoretical context for cosmology, observer selection, and life in the universe.
Penrose (2010)
Title: Cycles of Time: An Extraordinary New View of the Universe
Category: Cosmology and cyclic universe theory
Penrose, R. (2010). Cycles of Time: An Extraordinary New View of the Universe. London: Bodley Head.
A cosmological work relevant to CIRI’s broader interest in deep theoretical models, time, and the structure of the universe.
Gurzadyan and Penrose (2010)
Title: Concentric circles in WMAP data may provide evidence of violent pre-Big-Bang activity
Category: Pre-Big-Bang cosmology
Gurzadyan, V. G., & Penrose, R. (2010). Concentric circles in WMAP data may provide evidence of violent pre-Big-Bang activity. arXiv:1011.3706 [astro-ph.CO].
A speculative cosmology reference included as part of the broader frontier-theory landscape.
Smolin (1999)
Title: The Life of the Cosmos
Category: Cosmology, evolution, and systems theory
Smolin, L. (1999). The Life of the Cosmos. New York: Oxford University Press.
A broader systems-oriented cosmological work relevant to questions of selection, emergence, and universe-level organization.
Keller, Novembre, and Hove (2014)
Keller, P. E., Novembre, G., & Hove, M. J. (2014). Rhythm in joint action: Psychological and neurophysiological mechanisms for real-time interpersonal coordination. Philosophical Transactions of the Royal Society B, 369, 20130394.
A foundational review for understanding real-time interpersonal coordination. It helps connect behavioral timing, prediction, and social interaction to the broader study of coupled human systems.
Hasson, Ghazanfar, Galantucci, Garrod, and Keysers (2012)
Title: Brain-to-brain coupling: a mechanism for creating and sharing a social world
Hasson, U., Ghazanfar, A. A., Galantucci, B., Garrod, S., & Keysers, C. (2012). Brain-to-brain coupling: A mechanism for creating and sharing a social world. Trends in Cognitive Sciences, 16(2), 114–121.
This work is important for understanding how shared communication and interaction can align neural processes across individuals and supports a shift from single-brain to multi-brain framing.
Hari and Kujala (2009)
Title: Brain basis of human social interaction: from concepts to brain imaging
Hari, R., & Kujala, M. V. (2009). Brain basis of human social interaction: From concepts to brain imaging. Physiological Reviews, 89, 453–479.
A foundational conceptual review that helps situate social interaction as a central target of neuroscientific study rather than a peripheral application.
Frith and Frith (2007)
Title: Social cognition in humans
Frith, C. D., & Frith, U. (2007). Social cognition in humans. Current Biology, 17, R724–R732.
A concise but influential overview of social cognition that remains useful for grounding collective and interactive phenomena in broader human cognitive processes.
Müller, Ohström, and Lindenberger (2021)
Müller, V., Ohström, K.-R. P., & Lindenberger, U. (2021). Interactive brains, social minds: Neural and physiological mechanisms of interpersonal action coordination. Neuroscience & Biobehavioral Reviews, 128, 661–677.
A strong synthesis paper linking coordination dynamics, physiology, and inter-brain synchrony in real social interaction.
D’Ausilio, Novembre, Fadiga, and Keller (2015)
Title: What can music tell us about social interaction?
D’Ausilio, A., Novembre, G., Fadiga, L., & Keller, P. E. (2015). What can music tell us about social interaction? Trends in Cognitive Sciences, 19, 111–114.
A short but influential perspective on why musical coordination is such a useful model system for social interaction research.
Badino et al. (2014)
Title: Sensorimotor communication in professional quartets
Badino, L., D’Ausilio, A., Glowinski, D., Camurri, A., & Fadiga, L. (2014). Sensorimotor communication in professional quartets. Neuropsychologia, 55, 98–104.
Useful for readers interested in ensemble performance, bodily signaling, and real-time nonverbal coordination in expert groups.
Keller, Novembre, and Loehr (2016)
Title: Musical ensemble performance: representing self, other, and joint action outcomes
Keller, P. E., Novembre, G., & Loehr, J. (2016). Musical ensemble performance: Representing self, other, and joint action outcomes. In Shared Representations: Sensorimotor Foundations of Social Life (pp. 280–310). Cambridge University Press.
A useful theoretical chapter for thinking about joint action, self-other representation, and the structure of ensemble coordination.
Thompson and Varela (2001)
Title: Radical embodiment: neural dynamics and consciousness
Thompson, E., & Varela, F. J. (2001). Radical embodiment: Neural dynamics and consciousness. Trends in Cognitive Sciences, 5, 418–425.
Conceptually useful for readers interested in embodiment, dynamical systems, and why cognition may need to be understood in relation to lived interaction.
Tognoli and Kelso (2020)
Title: Coordination dynamics: a foundation for understanding social behavior
Tognoli, E., & Kelso, J. A. S. (2020). Coordination dynamics: A foundation for understanding social behavior. Frontiers in Human Neuroscience, 14, 317.
A broader conceptual anchor for how stable patterns of social coordination can emerge across interacting systems.
Rubinov and Sporns (2010)
Title: Complex network measures of brain connectivity: uses and interpretations
Rubinov, M., & Sporns, O. (2010). Complex network measures of brain connectivity: Uses and interpretations. NeuroImage, 52, 1059–1069.
A foundational reference for network measures frequently used when interpreting brain connectivity and hyper-brain structure.
Vigário (1997)
Title: Extraction of ocular artefacts from EEG using independent component analysis
Vigário, R. N. (1997). Extraction of ocular artefacts from EEG using independent component analysis. Electroencephalography and Clinical Neurophysiology, 103, 395–404.
A classic reference for artifact removal in EEG analysis and therefore relevant to any careful hyperscanning pipeline.
Watts and Strogatz (1998)
Title: Collective dynamics of small-world networks
Watts, D. J., & Strogatz, S. H. (1998). Collective dynamics of 'small-world' networks. Nature, 393, 440–442.
A foundational network paper that supports later discussions of small-world organization in coordinated systems and brain networks.
Newman (2004)
Title: Analysis of weighted networks
Newman, M. E. J. (2004). Analysis of weighted networks. Physical Review E, 70, 056131.
Important background for readers dealing with weighted network structure, including connectivity graphs derived from neural data.
Czeszumski et al. (2020)
Title: Hyperscanning: A valid method to study neural inter-brain underpinnings of social interaction
Czeszumski, A., Eustergerling, S., Lang, A., Menrath, D., Gerstenberger, M., Schuberth, S., Schreiber, F., Rendon, Z. Z., & König, P. (2020). Hyperscanning: A valid method to study neural inter-brain underpinnings of social interaction. Frontiers in Human Neuroscience, 14, 39.
A methodological anchor that belongs near the front of the measurement section because it directly addresses the validity and constraints of hyperscanning research.
Acquadro, Congedo, and De Ridder (2016)
Title: Music performance as an experimental approach to hyperscanning studies
Acquadro, M. A. S., Congedo, M., & De Ridder, D. (2016). Music performance as an experimental approach to hyperscanning studies. Frontiers in Human Neuroscience, 10, 242.
Useful for readers interested in why musical interaction is a particularly productive paradigm for hyperscanning and collective coordination studies.
Zamm et al. (2018)
Title: Amplitude envelope correlations measure synchronous cortical oscillations in performing musicians
Zamm, A., Debener, S., Bauer, A.-K. R., Bleichner, M. G., Demos, A. P., & Palmer, C. (2018). Amplitude envelope correlations measure synchronous cortical oscillations in performing musicians. Annals of the New York Academy of Sciences, 1423, 251–263.
A useful measurement paper for readers interested in alternatives and complements to phase-based synchrony metrics in musical coordination contexts.
Newman (2006)
Title: Finding community structure in networks using the eigenvectors of matrices
Newman, M. E. J. (2006). Finding community structure in networks using the eigenvectors of matrices. Physical Review E, 74, 036104.
Important background for readers exploring community structure and network partitioning in connectivity data.
Achard et al. (2006)
Achard, S., Salvador, R., Whitcher, B., Suckling, J., & Bullmore, E. (2006). A resilient, low-frequency, small-world human brain functional network with highly connected association cortical hubs. Journal of Neuroscience, 26, 63–72.
A useful network reference for readers interested in small-world organization and resilient functional structure in the brain.
Bassett and Bullmore (2006)
Title: Small-world brain networks
Bassett, D. S., & Bullmore, E. (2006). Small-world brain networks. The Neuroscientist, 12, 512–523.
A widely cited overview of small-world network ideas as applied to brain organization.
Telesford et al. (2011)
Title: The ubiquity of small-world networks
Telesford, Q. K., Joyce, K. E., Hayasaka, S., Burdette, J. H., & Laurienti, P. J. (2011). The ubiquity of small-world networks. Brain Connectivity, 1, 367–375.
Useful context for readers navigating how small-world language is used and sometimes overused across network science.
Jirsa and Müller (2013)
Title: Cross-frequency coupling in real and virtual brain networks
Jirsa, V., & Müller, V. (2013). Cross-frequency coupling in real and virtual brain networks. Frontiers in Computational Neuroscience, 7, 78.
Relevant for readers interested in multi-frequency relationships and the dynamical architecture of brain networks.
Community Contributions
As the initiative develops, this section may also include carefully selected references, submitted papers, or recommended readings from researchers and contributors working in related areas. Community additions will be clearly distinguished from the core foundational list so that curated reference materials and contributed works remain appropriately separated.
Questions, recommended readings, or relevant paper suggestions may be directed to rgervin@collectiveintegrationresearch.org.
No community-contributed papers have been added yet.
Learning and Listening
Audio learning companions for complex ideas and selected papers
This section is being developed as a listening companion to the site’s written materials. It will feature carefully framed audio briefings for selected published papers, literature overviews, and concept explainers intended to make difficult material more approachable without replacing the original texts.
About this section
These audio entries are intended to function as learning aids rather than substitutes for the original papers. Each episode will identify its source material clearly, link back to the original publication when available, and distinguish between published scholarship, conceptual summaries, and future initiative-specific briefings.
Now available: audio entries include the CIRI overview, concept explainers on neural synchrony, and field-education lectures on consciousness, the hard problem, awareness, attention, and self-awareness.
Available audio
Featured audio overview
Collective Integration Research Initiative Overview
An introductory audio overview of the Collective Integration Research Initiative, including its purpose, research focus, and broader scientific context. This piece explains how the initiative approaches collective integration, inter-brain synchrony, and the challenge of studying coordinated human systems with rigor and caution.
This first public audio entry serves as a companion to the initiative white paper and is intended as an accessible orientation for new visitors.
This audio narration was produced using ElevenLabs AI.
Concept explainer
Why Neural Synchrony Matters for Consciousness Research
A Listen & Learn concept explainer on neural synchrony, timing, inter-brain coordination, and why synchrony provides one measurable pathway into the study of consciousness and collective integration.
This episode connects the GICI framework to broader consciousness research while emphasizing careful interpretation and avoiding overclaiming.
This audio narration was produced using ElevenLabs AI.
Foundations of consciousness studies
What Is Consciousness?
An educational Listen & Learn lecture introducing consciousness as subjective experience, the hard problem, access and phenomenal consciousness, neural correlates, global workspace theory, integrated information theory, and clinical questions of awareness.
This episode is designed as a field primer rather than a CIRI project update, giving listeners a clear map of major ideas and papers in consciousness studies.
View lecture referencesThis audio narration was produced using ElevenLabs AI.
Foundations of consciousness studies
The Hard Problem of Consciousness
An educational Listen & Learn lecture on why explaining perception, attention, report, and behavior may still leave open the deeper question of why subjective experience exists at all.
This episode introduces Chalmers’ hard problem, Nagel’s subjectivity argument, Jackson’s Mary thought experiment, Levine’s explanatory gap, and major skeptical responses from Dennett and the Churchlands.
View lecture referencesThis audio narration was produced using ElevenLabs AI.
Foundations of consciousness studies
Awareness, Attention, and Self-Awareness
An educational Listen & Learn lecture clarifying the differences among awareness, attention, and self-awareness, including phenomenal versus access consciousness, selective attention, working memory, embodied selfhood, and the limits of reportability.
This episode helps listeners distinguish what is present in experience, what is selected for processing and action, and how experience becomes organized around a self.
View lecture referencesThis audio narration was produced using ElevenLabs AI.
Planned formats
Paper briefings
Short audio companions for selected published papers, with links back to the source literature.
Concept explainers
Accessible overviews of major concepts such as inter-brain synchrony, integration, coordination dynamics, and related methods.
Research overviews
Future recordings may summarize public-facing research notes or broader literature themes once they are ready for release.
Upcoming entries
Foundational paper briefing
PlannedA short audio companion for a published paper from the Foundational Literature section, with a direct link back to the original source.
Concept explainer: group coordination and collective consciousness
PlannedA future audio entry distinguishing ordinary coordination, interaction-contingent integration, and stronger claims about collective consciousness.
Publications and Working Papers
Research archive
This page serves as an archive for research notes, manuscripts under review, future working papers, and eventual publications associated with the Collective Integration Research Initiative.
Under Review
Manuscript 01
A Theoretical Framework for Collective Integration: Neural Synchrony, Electromagnetic Constraints, and a Testable Index
Status: Under review for publication
A public research note based on this manuscript is available in the Research Notes section.
Research Notes
Research Note 01
Toward a Testable Framework for Collective Integration
A public-facing scholarly summary of the GICI framework and its methodological role in studying candidate group-level integrative regimes.
Working Papers
Working Papers
Working papers will be added here when manuscripts are appropriate for public posting and circulation.
Publications
Publications
Formal publications will be listed here as work associated with the initiative is accepted and published.
Scientific Exchange and Collaboration
A space for serious interdisciplinary research dialogue
This page exists to support scientific exchange around collective integration, neural synchrony, and related group-level dynamics. The goal is to encourage rigorous discussion, constructive criticism, and collaborative development of theory, methods, and empirical research programs.
Purpose
Research on collective integration sits at the intersection of multiple disciplines and benefits from careful exchange across conceptual, technical, and experimental boundaries. The initiative aims to provide a focused setting for that exchange by supporting thoughtful discussion of theoretical models, measurement strategies, experimental design, and the interpretation of emerging results.
The intention is not to create a platform for uncritical agreement, but a setting in which difficult questions can be examined with rigor, openness, and a willingness to refine or reject ideas when the evidence requires it.
Who this is for
- Researchers working in neuroscience, electrophysiology, consciousness studies, and social cognition
- Students and independent scholars developing related theoretical or empirical work
- Methodologists interested in hyperscanning, synchrony metrics, and experimental design
- Interdisciplinary collaborators from complex systems, information theory, and adjacent fields
What kinds of exchange are encouraged
Theory
Discussion of conceptual models, definitions, assumptions, and theoretical constraints.
Methods
Exchange on indices, signal analysis, experimental paradigms, and operational definitions.
Working Papers
Sharing drafts, early-stage ideas, and constructive feedback intended to improve clarity and rigor.
Collaboration
Exploring interdisciplinary partnerships for critique, refinement, replication, and future studies.
Guiding principles
- Critical engagement: Productive disagreement is welcome when it is precise and evidence-based.
- Methodological discipline: Exchange should support clearer definitions, stronger protocols, and better measurement.
- Transparency: Assumptions, limitations, and uncertainties should be stated openly.
- Constructive intent: The purpose of discussion is to improve the quality of work in the field.
How the initiative may support collaboration
Facilitating direct correspondence around theory, methods, and experimental design.
Providing a point of contact for researchers who wish to discuss related work or possible collaboration.
Supporting future sharing of research notes, working papers, and methodological discussion as the initiative develops.
Encouraging a serious scientific environment for exploring an emerging area of interdisciplinary research.
Submit a Paper
Suggest a paper for the CIRI literature archive
Use this form to recommend a paper, book chapter, theoretical work, critique, or other scholarly source that may belong in the CIRI literature archive. Submissions are reviewed for relevance, clarity, and fit with the initiative’s research direction before being added to the site.
Submission guidelines
- PDF preferred: Submitted works should preferably be available in PDF format. This may include a journal article, preprint, white paper, technical report, book chapter, conference paper, or theoretical essay.
- Stable source requested: When possible, provide a DOI, publisher page, arXiv link, OSF link, Zenodo record, institutional repository page, PubMed page, or another stable source.
- Full citation information: Include the title, author(s), year, publication/source, and link or DOI when available.
- Relevance to CIRI: Explain how the work relates to collective cognition, consciousness studies, inter-brain synchrony, neural synchrony, group coordination, social neuroscience, systems theory, field-based or quantum models, anomalous cognition, philosophy of mind, or cosmology and consciousness.
- Peer-reviewed work preferred: Peer-reviewed sources are prioritized, but preprints, white papers, technical reports, book chapters, historically important works, and theoretical essays may be considered when clearly relevant.
- Frontier work must be clearly identified: Speculative or exploratory work is welcome, but it should be presented as theory or open inquiry rather than established evidence.
- No promotional or unrelated material: Commercial pages, advertisements, unsupported claims, personal manifestos, and unrelated submissions will not be added.
- Review is not endorsement: Submission does not guarantee inclusion, and inclusion in the CIRI literature archive does not imply endorsement of every claim made in the work.
Submitting a PDF that is not hosted elsewhere
If the work is not publicly hosted, authors may submit a PDF directly to CIRI by email for review. After submitting this form, send the PDF to rgervin@collectiveintegrationresearch.org and include the paper title, author name(s), year, abstract, and a short explanation of how the work relates to CIRI.
For now, CIRI uses email-based PDF review rather than direct website upload so submissions can be screened safely and copyright concerns can be handled responsibly.
Scientific Exchange and Collaboration
Contact and collaboration inquiries
Use this form for scholarly correspondence, potential collaboration, paper recommendations, working papers, research notes, or questions related to the Collective Integration Research Initiative.
Collaboration and scholarly correspondence
Questions regarding scholarly correspondence, potential collaboration, research notes, working papers, publications, or related materials may be directed to rgervin@collectiveintegrationresearch.org.
Use the contact form to begin a collaboration inquiry, share a paper suggestion, submit a research note, or send a general scholarly message related to CIRI.
Contribute Relevant Work
How to contribute
The Collective Integration Research Initiative welcomes thoughtful scholarly correspondence and, where appropriate, the sharing of research notes, working papers, publications, and recommended literature relevant to collective integration and closely related areas. The aim of this section is not to impose a formal editorial system, but to clarify the kinds of contributions most aligned with the initiative’s purpose and standards.
Research Notes
Research notes should be concise, clearly written, and oriented toward the communication of a focused idea, methodological proposal, conceptual clarification, or early empirical direction. They should be accessible to an interdisciplinary audience while maintaining scholarly seriousness. Notes need not represent completed studies, but they should reflect intellectual care, clear reasoning, and an honest account of scope and limitations.
Working Papers
Working papers may include fuller theoretical or empirical manuscripts that are still in development or circulating prior to formal publication. Such papers should be methodologically serious, transparent in their assumptions, and sufficiently developed to support constructive scholarly discussion. Authors should clearly indicate the status of the work, particularly where a manuscript is preliminary, under review, or subject to revision.
Publications and Recommended Literature
The initiative may also note relevant publications associated with its work or with closely aligned contributions. Where appropriate, published work may be listed with citation information and brief descriptive context. Inclusion is intended to support visibility and scholarly exchange, not to imply institutional endorsement beyond the scope of the work presented.
General Expectations
Submissions and scholarly correspondence should be relevant to the study of collective integration or closely related questions in neuroscience, electrophysiology, social cognition, consciousness studies, complex systems, or adjacent fields. Materials should be written in a clear and professional manner, grounded in serious inquiry, and aligned with the initiative’s emphasis on rigor, transparency, restraint, and constructive scientific engagement.
Important Clarification
At this stage, the Collective Integration Research Initiative is not a journal and does not provide formal peer review, editorial certification, or publication approval in the conventional sense. The purpose of participation is to encourage thoughtful scientific exchange, strengthen developing work through discussion, and support a more rigorous conversation in this area of research.
Correspondence
Questions regarding scholarly correspondence, potential collaboration, research notes, working papers, publications, or related materials may be directed to rgervin@collectiveintegrationresearch.org.
Use the contact form above on the Scientific Exchange and Collaboration page to share a paper suggestion, collaboration inquiry, research note, or general scholarly message related to CIRI.