Dis)confirming theories of consciousness and their predictions: towards a Lakatosian consciousness science
Open accessAbstract
The neuroscience of consciousness is undergoing a significant empirical acceleration thanks to several adversarial collaborations that intend to test different predictions of rival theories of consciousness. In this context, it is important to pair consciousness science with confirmation theory, the philosophical discipline that explores the interaction between evidence and hypotheses, in order to understand how exactly, and to what extent, specific experiments are challenging or validating theories of consciousness. In this paper, I examine this intricate relationship by adopting a Lakatosian lens. I propose that Lakatos' philosophy of science can aid consciousness scientists to better interpret adversarial collaborations in consciousness science and, more generally, to develop a confirmation-theoretic model of theory-appraisal in this field. I do so by suggesting that such a model be built upon three Lakatos-inspired criteria for assessing the relationship between empirical evidence and theoretical predictions: (i) the model should represent the 'distinction between prediction and accommodation'; (ii) the model should represent the 'structural relevance' of predictions; (iii) the model should represent the 'boldness' of the predictions. I argue that a Lakatosian model of theory-appraisal has both normative and descriptive virtues, and can move the debate forward by acknowledging that theory-appraisal needs to consider the diachronic development of theories, their logical structure, and their relationship with background beliefs and knowledge.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
One paradigm might prove more critical for one particular theory than another insofar as it tests predictions closer to its core principles and propositions.
“one paradigm might prove more critical for one particular theory, insofar as it tests predictions that lie closer to its core set of principles and propositions than another's”
From Integrated information and predictive processing theories of consciousness: An adversarial collaborative review (2026) · cites this paper as Negro, 2024
If predictions are borne out by the data, this lends support to the theory from which they were derived (at least to the extent the process theory embodies the relevant theoretical constructs).
“If predictions are borne out by the data, this lends support to the theory from which they were derived (at least to the extent the process theory embodies the relevant theoretical constructs; see Negro et al., 2024).”
From Integrated information and predictive processing theories of consciousness: An adversarial collaborative review (2026) · cites this paper as Negro et al., 2024
Although the findings of a few experiments are seldom sufficient to definitively refute an entire theory, such data are expected to inform the debate (and future research) by clarifying which theory enjoys the most empirical support.
“Although the findings of a few experiments are seldom sufficient to definitively refute an entire theory -perhaps no bad thing considering the relative immaturity of consciousness science (Evers et al., 2024; Negro et al., 2024; Wiese, 2018) -such data are expected to inform the debate (and future research) by clarifying which theory enjoys the most empirical support (Corcoran et al., 2023).”
From Integrated information and predictive processing theories of consciousness: An adversarial collaborative review (2026) · cites this paper as Negro et al., 2024
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Representing and Intervening: Introductory Topics in the Philosophy of Natural Science
Hacking, I. (1983) · doi:10.1017/cbo9780511814563 · Cited by 4,814 · see citing works
Conjectures and Refutations: The Growth of Scientific Knowledge.
Hutchison, T. W., & Popper, K. R. (1964) · Economica · doi:10.2307/2551371 · Cited by 4,197 · see citing works
The information available in brief visual presentations
Sperling, G. (1960) · Psychological Monographs: General and Applied · doi:10.1037/h0093759 · Cited by 4,042 · see citing works
Falsification and the Methodology of Scientific Research Programmes
Lakatos, I. (1976) · Can Theories be Refuted? · doi:10.1007/978-94-010-1863-0_14 · Cited by 3,915 · see citing works
(1988) · Cited by 3,656 · see citing works
Die Grundlage der allgemeinen Relativitätstheorie
Einstein, A. (1916) · Annalen der Physik · doi:10.1002/andp.19163540702 · Cited by 3,468 · see citing works
Main Trends in Recent Philosophy: Two Dogmas of Empiricism
Quine, W. V. O. (1951) · The Philosophical Review · doi:10.2307/2181906 · Cited by 3,042 · see citing works
Experimental and theoretical approaches to conscious processing
Dehaene, S., & Changeux, J.-P. (2011) · Neuron · doi:10.1016/j.neuron.2011.03.018 · Cited by 2,573 · see citing works
The Aim and Structure of Physical Theory
Duhem, P. M. M. (1954) · doi:10.1515/9780691233857 · Cited by 2,128 · see citing works
An information integration theory of consciousness
Tononi, G. (2004) · BMC Neuroscience · doi:10.1186/1471-2202-5-42 · Cited by 1,757 · cited 2× · see citing works
“…Albantakis et al. (2023) is outside of the core: the specific formalism to determine Φ has changed throughout the various iterations of the theory (Tononi 2004, 2012, Oizumi et al. 2014, Barbosa et al. 2021), while the general idea that consciousness is integrated information has remained…”
BackgroundIntegrated information theory: from consciousness to its physical substrate
Tononi, G., Boly, M., Massimini, M., & Koch, C. (2016) · Nature Reviews Neuroscience · doi:10.1038/nrn.2016.44 · Cited by 1,727 · see citing works
What is this thing called science?
(2014) · Choice Reviews Online · doi:10.5860/choice.51-6134 · Cited by 1,575 · see citing works
A neuronal model of a global workspace in effortful cognitive tasks
Dehaene, S., Kerszberg, M., & Changeux, J.-P. (1998) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.95.24.14529 · Cited by 1,347 · see citing works
Error and the Growth of Experimental Knowledge
Mayo, D. G. (1996) · doi:10.7208/chicago/9780226511993.001.0001 · Cited by 1,325 · see citing works
Scientific reasoning: the Bayesian approach
(1990) · Choice Reviews Online · doi:10.5860/choice.27-2696 · Cited by 1,247 · see citing works
A theoretically based index of consciousness independent of sensory processing and behavior
Casali, A. G., Gosseries, O., Rosanova, M., Boly, M., Sarasso, S., Casali, K. R., Casarotto, S., Bruno, M.-A., Laureys, S., Tononi, G., et al. (2013) · Science Translational Medicine · doi:10.1126/scitranslmed.3006294 · Cited by 1,246 · see citing works
Conscious Processing and the Global Neuronal Workspace Hypothesis
Mashour, G. A., Roelfsema, P., Changeux, J.-P., & Dehaene, S. (2020) · Neuron · doi:10.1016/j.neuron.2020.01.026 · Cited by 1,164 · cited 5× · see citing works
“Mashour et al. write that ‘Although this experiment was inspired by an alternative theory of consciousness, […] the results are fully compatible with the GNW, which predicts that the conscious state leads to a deeper and more prolonged propagation of activation through long-distance connections compared to the unconsc…”
BackgroundResultInfluentialTowards a true neural stance on consciousness
Lamme, V. A. F. (2006) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2006.09.001 · Cited by 1,149 · cited 2× · see citing works
“…landscape of consciousness science, and several competing theories of consciousness also predict that frontal areas are necessary for conscious perception (Graziano and Webb 2015, Brown et al. 2019, Lau 2022), while some others predict that posterior areas are sufficient (Lamme 2006, 2010).”
BackgroundFrom the phenomenology to the mechanisms of consciousness: integrated information theory 3.0
Oizumi, M., Albantakis, L., & Tononi, G. (2014) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1003588 · Cited by 1,128 · see citing works
Dyson, F. W., Eddington, A. S., & Davidson, C. (1920) · Philosophical Transactions of the Royal Society of London Series A Containing Papers of a Mathematical or Physical Character · doi:10.1098/rsta.1920.0009 · Cited by 980 · see citing works
Seth, A. K., & Bayne, T. (2022) · Nature Reviews Neuroscience · doi:10.1038/s41583-022-00587-4 · Cited by 880 · cited 1× · see citing works
“Thinking seriously about the nature of this relationship is important because the neuroscience of consciousness is seeing a proliferation of theories (Del Pin et al. 2021, Signorelli et al. 2021, Seth and Bayne 2022), and consensus is far from near (Francken et al. 2022, Yaron et al. 2022).”
BackgroundEmpirical support for higher-order theories of conscious awareness
Lau, H., & Rosenthal, D. (2011) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2011.05.009 · Cited by 869 · cited 1× · see citing works
“…assumptions might be more relevant than assumptions on the mechanistic details of the brain, if the core of the theory is computational— see Lau and Rosenthal (2011), Fleming (2020), Wiese and Friston (2021), Lau (2022)]: the idea is that the relevance of a prediction is associated to the…”
BackgroundConsciousness: here, there and everywhere?
Tononi, G., & Koch, C. (2015) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2014.0167 · Cited by 811 · see citing works
Stanford encyclopedia of philosophy
Nodelman, U., Allen, C., & Zalta, E. N. (2002) · ACM/IEEE Joint Conference on Digital Libraries · doi:10.1145/544317.544327 · Cited by 792 · see citing works
Godfrey‐Smith, P. (2003) · University of Chicago Press eBooks · doi:10.7208/chicago/9780226300610.001.0001 · Cited by 699 · see citing works
Perceptual consciousness overflows cognitive access
Block, N. J. (2011) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2011.11.001 · Cited by 699 · see citing works
The Logic of Scientific Discovery
Jeffrey, R. C., & Popper, K. R. (1960) · Econometrica · doi:10.2307/1907578 · Cited by 676 · see citing works
STUDIES IN LOGIC AND THE FOUNDATIONS OF MATHEMATICS
(2014) · Elsevier eBooks · doi:10.1016/b978-0-7204-2233-7.50001-0 · Cited by 621 · see citing works
Understanding the Higher-Order Approach to Consciousness
Brown, R., Lau, H., & LeDoux, J. E. (2019) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2019.06.009 · Cited by 573 · see citing works
Boly, M., Massimini, M., Tsuchiya, N., Postle, B. R., Koch, C., & Tononi, G. (2017) · The Journal of Neuroscience · doi:10.1523/jneurosci.3218-16.2017 · Cited by 557 · see citing works
How neuroscience will change our view on consciousness
Lamme, V. A. F. (2010) · Cognitive Neuroscience · doi:10.1080/17588921003731586 · Cited by 487 · see citing works
The Uses of experiment: studies in the natural sciences
(1990) · Choice Reviews Online · doi:10.5860/choice.27-5743 · Cited by 457 · see citing works
The Structure of Scientific Inference
HESSE, M. B. (1974) · University of California Press eBooks · doi:10.1525/9780520313316 · Cited by 455 · see citing works
Progress and its problems: Toward a theory of scientific growth
(1980) · Erkenntnis · doi:10.1007/bf02074137 · Cited by 385 · see citing works
Integrated information theory of consciousness: an updated account.
(2012) · PubMed · doi:10.4449/aib.v149i5.1388 · Cited by 370 · see citing works
(2010) · Progress in brain research · doi:10.1016/b978-0-444-53702-7.00017-8 · Cited by 368 · see citing works
Why did Einstein's Programme supersede Lorentz's? (I)
Zahar, E. G. (1973) · The British Journal for the Philosophy of Science · doi:10.1093/bjps/24.2.95 · Cited by 338 · see citing works
II—Criticism and the Methodology of Scientific Research Programmes
Lakatos, I. (1969) · Proceedings of the Aristotelian Society (Hardback) · doi:10.1093/aristotelian/69.1.149 · Cited by 336 · see citing works
Albantakis, L., Barbosa, L., Findlay, G., Grasso, M., Haun, A. M., Marshall, W., Mayner, W. G. P., Zaeemzadeh, A., Boly, M., Juel, B. E., et al. (2023) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1011465 · Cited by 292 · cited 2× · see citing works
“…through integrated information is at the core of IIT, but the specific claim that consciousness is identical to the specific formalism presented by Albantakis et al. (2023) is outside of the core: the specific formalism to determine Φ has changed throughout the various iterations of the theory…”
BackgroundExperimentation and Scientific Realism
Hacking, I. (1982) · Philosophical Topics · doi:10.5840/philtopics19821314 · Cited by 282 · see citing works
Qualia: The Geometry of Integrated Information
Balduzzi, D., & Tononi, G. (2009) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1000462 · Cited by 269 · see citing works
The attention schema theory: a mechanistic account of subjective awareness
Graziano, M. S. A., & Webb, T. W. (2015) · Frontiers in Psychology · doi:10.3389/fpsyg.2015.00500 · Cited by 224 · see citing works
Tononi, G. (2015) · Scholarpedia · doi:10.4249/scholarpedia.4164 · Cited by 191 · see citing works
Making the hard problem of consciousness easier
Melloni, L., Mudrik, L., Pitts, M., & Koch, C. (2021) · Science · doi:10.1126/science.abj3259 · Cited by 190 · see citing works
A perturbational approach for evaluating the brain’s capacity for consciousness
Massimini, M., Boly, M., Casali, A., Rosanova, M., & Tononi, G. (2009) · Progress in Brain Research · doi:10.1016/s0079-6123(09)17714-2 · Cited by 184 · see citing works
Perception and Iconic Memory: What Sperling Doesn't Show
Phillips, I. B. (2011) · Mind & Language · doi:10.1111/j.1468-0017.2011.01422.x · Cited by 173 · see citing works
Consciousness and complexity: a consilience of evidence
Sarasso, S., Casali, A. G., Casarotto, S., Rosanova, M., Sinigaglia, C., & Massimini, M. (2021) · Neuroscience of Consciousness · doi:10.1093/nc/niab023 · Cited by 171 · see citing works
Novel Evidence and Severe Tests
Mayo, D. G. (1991) · Philosophy of Science · doi:10.1086/289639 · Cited by 154 · see citing works
The ConTraSt database for analysing and comparing empirical studies of consciousness theories
Yaron, I., Melloni, L., Pitts, M., & Mudrik, L. (2022) · Nature Human Behaviour · doi:10.1038/s41562-021-01284-5 · Cited by 147 · see citing works
Reintroducing Prediction to Explanation
Douglas, H. (2009) · Philosophy of Science · doi:10.1086/648111 · Cited by 141 · see citing works
In Consciousness we Trust: The Cognitive Neuroscience of Subjective Experience
Lau, H. (2022) · doi:10.1093/oso/9780198856771.001.0001 · Cited by 131 · see citing works
Prediction and the periodic table
Scerri, E. R., & WORRALL, J. L. (2001) · Studies in History and Philosophy of Science Part A · doi:10.1016/s0039-3681(01)00023-1 · Cited by 126 · see citing works
Prediction, Accommodation, and the Logic of Discovery
Maher, P. (1988) · PSA Proceedings of the Biennial Meeting of the Philosophy of Science Association · doi:10.1086/psaprocbienmeetp.1988.1.192994 · Cited by 123 · see citing works
Melloni, L., Mudrik, L., Pitts, M., Bendtz, K., Ferrante, O., Gorska, U., Hirschhorn, R., Khalaf, A., Kozma, C., Lepauvre, A., et al. (2023) · PLoS ONE · doi:10.1371/journal.pone.0268577 · Cited by 113 · cited 3× · see citing works
“…collaboration between two theories ‘should yield reliable results that can provide substantial evidence for one or the other theory, in order to arbitrate between them’ (Melloni et al. 2023, p. 2)], I believe this interpretation would be inappropriate for both normative and descriptive reasons.”
BackgroundMethodResultInfluentialAwareness as inference in a higher-order state space
Fleming, S. M. (2020) · Neuroscience of Consciousness · doi:10.1093/nc/niz020 · Cited by 111 · see citing works
The role of crucial experiments in science
Lakatos, I. (1974) · Studies in History and Philosophy of Science Part A · doi:10.1016/0039-3681(74)90007-7 · Cited by 108 · see citing works
Francken, J. C., Beerendonk, L., Molenaar, D., Fahrenfort, J. J., Kiverstein, J. D., Seth, A. K., & van Gaal, S. (2022) · Neuroscience of Consciousness · doi:10.1093/nc/niac011 · Cited by 102 · cited 1× · see citing works
“Thinking seriously about the nature of this relationship is important because the neuroscience of consciousness is seeing a proliferation of theories (Del Pin et al. 2021, Signorelli et al. 2021, Seth and Bayne 2022), and consensus is far from near (Francken et al. 2022, Yaron et al. 2022).”
BackgroundGlobal Workspace Theory (GWT) and Prefrontal Cortex: Recent Developments
Baars, B. J., Geld, N., & Kozma, R. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.749868 · Cited by 99 · see citing works
Perceptual awareness and active inference
Parr, T., Corcoran, A. W., Friston, K. J., & Hohwy, J. (2019) · Neuroscience of Consciousness · doi:10.1093/nc/niz012 · Cited by 91 · see citing works
Explanatory profiles of models of consciousness - towards a systematic classification
Signorelli, C. M., Szczotka, J., & Prentner, R. (2021) · Neuroscience of Consciousness · doi:10.1093/nc/niab021 · Cited by 91 · see citing works
How do scientific views change? Notes from an extended adversarial collaboration
Cowan, N., Belletier, C., Doherty, J. M., Jaroslawska, A. J., Rhodes, S., Forsberg, A., Naveh-Benjamin, M., Barrouillet, P., Camos, V., & Logie, R. H. (2020) · Perspectives on Psychological Science · doi:10.1177/1745691620906415 · Cited by 89 · see citing works
An adversarial collaboration to critically evaluate theories of consciousness
Cogitate Consortium, Ferrante, O., Gorska-Klimowska, U., Henin, S., Hirschhorn, R., Khalaf, A., Lepauvre, A., Liu, L., Richter, D., Vidal, Y., et al. (2023) · doi:10.1101/2023.06.23.546249 · Cited by 86 · see citing works
Scientific Discovery and Theory-Confirmation
WORRALL, J. L. (1985) · Springer eBooks · doi:10.1007/978-94-009-6525-6_11 · Cited by 81 · see citing works
Mechanism Integrated Information
Barbosa, L. S., Marshall, W., Albantakis, L., & Tononi, G. (2021) · Entropy · doi:10.3390/e23030362 · Cited by 72 · see citing works
Time consciousness: the missing link in theories of consciousness
Kent, L., & Wittmann, M. (2021) · Neuroscience of Consciousness · doi:10.1093/nc/niab011 · Cited by 71 · see citing works
Are we underestimating the richness of visual experience?
Haun, A., Tononi, G., Koch, C., & Tsuchiya, N. (2017) · Neuroscience of Consciousness · doi:10.1093/nc/niw023 · Cited by 67 · see citing works
Massimini, M., & Tononi, G. (2018) · Oxford University Press eBooks · doi:10.1093/oso/9780198728443.001.0001 · Cited by 64 · see citing works
A conceptual framework for consciousness
Graziano, M. S. A. (2022) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2116933119 · Cited by 64 · see citing works
The Structure and Dynamics of Scientific Theories: A Hierarchical Bayesian Perspective
Henderson, L., Goodman, N. D., Tenenbaum, J. B., & Woodward, J. F. (2010) · Philosophy of Science · doi:10.1086/651319 · Cited by 61 · see citing works
Musgrave, A. E. (1976) · Boston studies in the philosophy of science · doi:10.1007/978-94-010-1451-9_27 · Cited by 59 · see citing works
Comparing theories of consciousness: why it matters and how to do it
Del Pin, S. H., Skóra, Z., Sandberg, K., Overgaard, M., & Wierzchoń, M. (2021) · Neuroscience of Consciousness · doi:10.1093/nc/niab019 · Cited by 58 · see citing works
Consciousness and the fallacy of misplaced objectivity
Ellia, F., Hendren, J., Grasso, M., Kozma, C., Mindt, G., P. Lang, J., M. Haun, A., Albantakis, L., Boly, M., & Tononi, G. (2021) · Neuroscience of Consciousness · doi:10.1093/nc/niab032 · Cited by 57 · see citing works
Realism, perspectivism, and disagreement in science
Massimi, M. (2019) · Synthese · doi:10.1007/s11229-019-02500-6 · Cited by 55 · see citing works
State of the Field: Why novel prediction matters
Douglas, H., & Magnus, P. D. (2013) · Studies in History and Philosophy of Science Part A · doi:10.1016/j.shpsa.2013.04.001 · Cited by 52 · see citing works
Keep your enemies close: Adversarial collaborations will improve behavioral science.
Clark, C. J., Costello, T., Mitchell, G., & Tetlock, P. E. (2022) · Journal of Applied Research in Memory and Cognition · doi:10.1037/mac0000004 · Cited by 47 · see citing works
Consciousness hunt yields results but not clarity
Finkel, E. A. (2023) · Science · doi:10.1126/science.adj4498 · Cited by 45 · see citing works
Hacking, I. (1988) · PSA Proceedings of the Biennial Meeting of the Philosophy of Science Association · doi:10.1086/psaprocbienmeetp.1988.2.192879 · Cited by 43 · see citing works
Decades-long bet on consciousness ends — and it’s philosopher 1, neuroscientist 0
Lenharo, M. (2023) · Nature · doi:10.1038/d41586-023-02120-8 · Cited by 40 · see citing works
Singhal, I., & Srinivasan, N. (2021) · Neuroscience of Consciousness · doi:10.1093/nc/niab020 · Cited by 39 · see citing works
X. WHY DID COPERNICUS' RESEARCH PROGRAM SUPERSEDE PTOLEMY'S?
Lakatos, I., & Zahar, E. G. (1975) · University of California Press eBooks · doi:10.1525/9780520312890-019 · Cited by 35 · see citing works
When wrong predictions provide more support than right ones
McKenzie, C. R. M., & Amin, M. (2002) · Psychonomic Bulletin & Review · doi:10.3758/bf03196341 · Cited by 29 · see citing works
Farisco, M., & Changeux, J.-P. (2023) · Neuroscience of Consciousness · doi:10.1093/nc/niad016 · Cited by 29 · see citing works
Active inference as a computational framework for consciousness
Vilas, M. G., Auksztulewicz, R., & Melloni, L. (2022) · Review of Philosophy and Psychology · doi:10.1007/s13164-021-00579-w · Cited by 28 · see citing works
Wiese, W., & Friston, K. J. (2021) · Philosophy and the Mind Sciences · doi:10.33735/phimisci.2021.81 · Cited by 27 · see citing works
Accelerating scientific progress through Bayesian adversarial collaboration
Corcoran, A. W., Hohwy, J., & Friston, K. J. (2023) · Neuron · doi:10.1016/j.neuron.2023.08.027 · Cited by 26 · see citing works
A construct-first approach to consciousness science
Fazekas, P., Cleeremans, A., & Overgaard, M. S. (2023) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2023.105480 · Cited by 20 · see citing works
Lipton, P. (1990) · International Studies in the Philosophy of Science · doi:10.1080/02698599008573345 · Cited by 19 · see citing works
Grasso, M., Haun, A. M., & Tononi, G. (2021) · Neuroscience of Consciousness · doi:10.1093/nc/niab022 · Cited by 19 · see citing works
Novel facts, Bayesian rationality, and the history of continental drift
Nunan, R. (1984) · Studies in History and Philosophy of Science Part A · doi:10.1016/0039-3681(84)90013-x · Cited by 18 · see citing works
Bartlett, G. C. (2022) · Neuroscience of Consciousness · doi:10.1093/nc/niac015 · Cited by 17 · see citing works
The Value of Imprecise Prediction
Elliott‐Graves, A. (2020) · Philosophy Theory and Practice in Biology · doi:10.3998/ptpbio.16039257.0012.004 · Cited by 13 · see citing works
Melloni, L. (2022) · Journal of Applied Research in Memory and Cognition · doi:10.1037/mac0000009 · Cited by 7 · see citing works
Theory Confirmation and Novel Evidence
WORRALL, J. L., & Mayo, D. G. (2009) · Cambridge University Press eBooks · doi:10.1017/cbo9780511657528.006 · Cited by 6 · see citing works
Scientific Theories as Bayesian Nets: Structure and Evidence Sensitivity
Grim, P., Seidl, F., McNamara, C., Rago, H. E., Astor, I. N., Diaso, C., & Ryner, P. (2022) · Philosophy of Science · doi:10.1017/psa.2021.18 · Cited by 6 · see citing works
Revisiting Critical Rationalism
Musgrave, A. E., & Mayo, D. G. (2009) · Cambridge University Press eBooks · doi:10.1017/cbo9780511657528.005 · Cited by 3 · see citing works
Flagged first, then by citations
Research works printed but not linked: 6
- Bacon F. Bacon’s Novum Organum. Oxford: Clarendon Press, 1878.
- Feyerabend P. Against Method. Vol. 87, London, UK: New Left Books, 1988.
- Melloni L. On keeping our adversaries close, preventing collateral damage, and changing our minds. J Appl Res Mem Cogn 2022; 11: 45– 9.
- Musgrave A. Imre Lakatos. In: Zalta EN, Nodelman U (eds.), The Stanford Encyclopedia of Philosophy. Spring 2023 (ed.) Metaphysics Research Lab, 2023.
- Nozick R. Simplicity as fall‐out. In: Cauman L, Levi I and Parsons CD et al. (eds.), How Many Questions? Indianapolis, IN, USA: Hackett, 1983.
- Quine WVO. Two dogmas of empiricism. Philos Rev 1951; 60: 20– 43.
Cited by
Sorted by citations
Natural kind reasoning in consciousness science: An alternative to theory testing
Mckilliam, A. (2024) · Noûs · doi:10.1111/nous.12526 · Cited by 32 · see citing works
Consciousness science: where are we, where are we going, and what if we get there?
Cleeremans, A., Mudrik, L., & Seth, A. K. (2025) · Frontiers in Science · doi:10.3389/fsci.2025.1546279 · Cited by 32 · see citing works
A measure centrality index for systematic empirical comparison of consciousness theories
Chis-Ciure, R., Melloni, L., & Northoff, G. (2024) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2024.105670 · Cited by 22 · see citing works
Kirkeby-Hinrup, A., Stephens, A., Sjöstrand, A. B., & Overgaard, M. S. (2025) · Frontiers in Psychology · doi:10.3389/fpsyg.2025.1633907 · Cited by 23 · see citing works
Explanation, understanding, and the methodological problem in consciousness science
Mckilliam, A. (2025) · Synthese · doi:10.1007/s11229-025-05001-x · Cited by 19 · see citing works
Sandved-Smith, L., Bogotá, J. D., Hohwy, J., Kiverstein, J. D., & Antoine Lutz, A. (2025) · Neuroscience of Consciousness · doi:10.1093/nc/niaf016 · Cited by 25 · see citing works
Tal, H., Wright, M., Prest, S., Sandved-Smith, L., & Sacchet, M. D. (2025) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2025.106539 · Cited by 12 · see citing works
On the minimal theory of consciousness implicit in active inference
Whyte, C. J., Corcoran, A. W., Robinson, J., Smith, R., Moran, R. J., Parr, T., Friston, K. J., Seth, A. K., & Hohwy, J. (2026) · Physics of Life Reviews · doi:10.1016/j.plrev.2025.11.002 · Cited by 15 · see citing works
Facing the possibility of consciousness in human brain organoids
Wood, C., Wang, H., Yang, W., & Xi, Y. (2025) · Patterns · doi:10.1016/j.patter.2025.101365 · Cited by 6 · see citing works
The multiple generator hypothesis of consciousness
Kirkeby-Hinrup, A., Fink, S. B., & Overgaard, M. S. (2025) · Neuroscience of Consciousness · doi:10.1093/nc/niaf035 · Cited by 3 · see citing works
Corcoran, A. W., Haun, A. M., Dorman, R., Tononi, G., Friston, K. J., & Pennartz, C. M. A. (2026) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2026.106742 · Cited by 2 · see citing works
Ellia, F., & Tsuchiya, N. (2025) · Neuroscience of Consciousness · doi:10.1093/nc/niaf014 · Cited by 2 · see citing works
Building blocks for theories of consciousness
Lopez, A., & Wiese, W. (2025) · Consciousness and Cognition · doi:10.1016/j.concog.2025.103919 · Cited by 2 · see citing works
Explanation, scope, and perspective: sources of schismogenesis in consciousness science
Ellia, F., & Tsuchiya, N. (2026) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2026.03.005 · Cited by 2 · see citing works
Ellia, F., & Tsuchiya, N. (2024) · doi:10.31234/osf.io/qc5ty · Cited by 1 · see citing works
Against (theory-neutral) method (in consciousness science)
Beni, M. D. (2026) · Neuroscience of Consciousness · doi:10.1093/nc/niag003
An open multi-center MEG-EEG dataset for studying conscious visual perception
Liu, L., Ferrante, O., Ghafari, T., Hetenyi, D., Yang, S., Hirschhorn, R., Górska, U., Sripad, P., Taheriyan, F., Brown, T., et al. (2026) · Scientific Data · doi:10.1038/s41597-026-07350-9
Huang, X. (2026) · Transactions in GIS · doi:10.1111/tgis.70285
Kirkeby-Hinrup, A., & Stoll, E. A. (2026) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2026.1816314
Bryant, A. G., & Whyte, C. J. (2026) · Neuroscience of Consciousness · doi:10.1093/nc/niag029
Integrated information theory (IIT) and the testability of the silent neuron predictions
de Leon, S. P., & Yoshimi, J. (2026) · Neuroscience of Consciousness · doi:10.1093/nc/niag037
Beyond Cortical Signatures: Measurement Gaps Across Theories of Consciousness
Svet, M., & Arachchige, A. S. P. M. (2026) · Brain Sciences · doi:10.3390/brainsci16101087
- Authors
- Negro, N.
- Affiliations
- Tel Aviv University (IL)
- Corresponding author
- Negro, Niccolò
- ORCID
- Negro, Niccolò
- Venue
- Neuroscience of Consciousness
- Publisher
- Oxford University Press (OUP)
- Published
- 2024-01-01
- Volume
- 2024
- Issue
- 1
- Pages
- niae012-niae012
- ISSN
- 2057-2107 (ISSN-L)
- PMC
- PMC10944285
- OpenAlex
- W4392878529
- Cited by
- 21
- References
- 96
- Citations by year
- 2026: 8 · 2025: 10 · 2024: 3
- FWCI
- 8.54
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Neuroscience of Consciousness (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Funders
- Azrieli Foundation
- Arc (INTREPID)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Philosophy and Theoretical Science
- Social Sciences › Arts and Humanities › History and Philosophy of Science › Philosophy and History of Science
- Social Sciences › Arts and Humanities › Philosophy › Epistemology, Ethics, and Metaphysics
- Keywords
- theory of consciousness, confirmation theory, theory appraisal, adversarial collaboration, theory testing, background beliefs
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review