Integrated Information Theory publications

2023
[154]	An adversarial collaboration protocol for testing contrasting predictions of global neuronal workspace and integrated information theory (Melloni, Lucia, Mudrik, Liad, Pitts, Michael, Bendtz, Katarina, Ferrante, Oscar, Gorska, Urszula, Hirschhorn, Rony, Khalaf, Aya, Kozma, Csaba, Lepauvre, Alex, Liu, Ling, Mazumder, David, Richter, David, Zhou, Hao, Blumenfeld, Hal, Boly, Melanie, Chalmers, David J., Devore, Sasha, Fallon, Francis, de Lange, Floris P., Jensen, Ole, Kreiman, Gabriel, Luo, Huan, Panagiotaropoulos, Theofanis I., Dehaene, Stanislas, Koch, Christof and Tononi, Giulio), In PLOS ONE, Public Library of Science, volume 18, 2023. [bibtex] [pdf] [doi]
[153]	System Integrated Information (Marshall, W, Grasso, M, Mayner, WGP, Zaeemzadeh, A, Barbosa, LS, Chastain, E, Findlay, G, Sasai, S, Albantakis, L and Tononi, G), In Entropy, volume 25, 2023. [bibtex] [pdf] [doi]
[152]	System Integrated Information (Marshall, W, Grasso, M, Mayner, WGP, Zaeemzadeh, A, Barbosa, LS, Chastain, E, Findlay, G, Sasai, S, Albantakis, L and Tononi, G), In arXiv, volume , 2023. [bibtex] [pdf] [doi]
[151]	Measuring the integrated information of a quantum mechanism (Albantakis, L, Prentner, R and Durham, I), In Entropy, volume 25, 2023. [bibtex] [pdf] [doi]
[150]	Measuring the integrated information of a quantum mechanism (Albantakis, L, Prentner, R and Durham, I), In arXiv, volume , 2023. [bibtex] [pdf] [doi]
[149]	Sleep/wake changes in perturbational complexity in rats and mice (Cavelli, ML, Mao, R, Findlay, G, Driessen, K, Bugnon, T, Tononi, G and Cirelli, C), In iScience, volume 26, 2023. [bibtex] [pdf] [doi]
[148]	Integrated information theory (IIT) 4.0: Formulating the properties of phenomenal existence in physical terms (Albantakis, L, Barbosa, LS, Findlay, G, Grasso, M, Haun, AM, Marshall, W, Mayner, WGP, Zaeemzadeh, A, Boly, M, Juel, BE, Sasai, S, Fujii., K, David I, Hendren, J, Lang, JP and Tononi, G), In arXiv, volume , 2023. [bibtex] [pdf] [doi]
[147]	A survey of neurophysiological differentiation across mouse visual brain areas and timescales (Gandhi, Saurabh R., Mayner, William G. P., Marshall, William, Billeh, Yazan N., Bennett, Corbett, Gale, Samuel D., Mochizuki, Chris, Siegle, Joshua H., Olsen, Shawn, Tononi, Giulio, Koch, Christof and Arkhipov, Anton), In Frontiers in Computational Neuroscience, volume 17, 2023. [bibtex] [pdf] [doi]
2022
[146]	Only what exists can cause: An intrinsic view of free will (Tononi, G, Albantakis, A, Boly, M, Cirelli, C and Koch, C), In arXiv, volume , 2022. [bibtex] [pdf] [doi]
[145]	IIT, half masked and half disfigured (Tononi, Giulio, Boly, Melanie, Grasso, Matteo, Hendren, Jeremiah, Juel, Bjorn E., Mayner, William G. P., Marshall, William and Koch, Christof), In Behavioral and Brain Sciences, volume 45, 2022. [bibtex] [url] [doi]
[144]	Quantifying arousal and awareness in altered states of consciousness using interpretable deep learning (Lee, M, Sanz, L, Barra, A, Wolff, A, Nieminen, J, Boly, M, Rosanova, M, Casarotto, S, Bodart, O, Annen, J, Thibaut, A, Panda, R, Bonhomme, V, Massimini, M, Tononi, G, Laureys, S, Gosseries, O and Lee, SW), In Nature Communications, volume 13, 2022. [bibtex] [pdf] [doi]
[143]	Measuring stimulus-evoked neurophysiological differentiation in distinct populations of neurons in mouse visual cortex (Mayner, WGP, Marshall, W, Billeh, YN, Gandhi, SR, Caldejon, S, Cho, A, Griffin, F, Hancock, N, Lambert, S, Lee, EK, Luviano, JA, Mace, K, Nayan, C, Nguyen, TV, North, K, Seid, S, Williford, A, Cirelli, C, Groblewski, PA, Lecoq, J, Tononi, G, Koch, C and Arkhipov, A), In eNeuro, volume 9, 2022. [bibtex] [pdf] [doi]
2021
[142]	Of maps and grids (Grasso, Matteo, Haun, Andrew M and Tononi, Giulio), In Neuroscience of Consciousness, volume 2021, 2021. [bibtex] [pdf] [doi]
[141]	Mechanism Integrated Information (Barbosa, Leonardo S., Marshall, William, Albantakis, Larissa and Tononi, Giulio), In Entropy, volume 23, 2021. [bibtex] [url] [doi]
[140]	What we are is more than what we do (Albantakis, Larissa and Tononi, Giulio), In arXiv preprint arXiv:2102.04219, 2021. [bibtex] [pdf]
[139]	Computing Integrated Information (Φ) in Discrete Dynamical Systems with Multi-Valued Elements (Gomez, Juan D, Mayner, William G. P., Beheler-Amass, Maggie, Tononi, Giulio and Albantakis, Larissa), In Entropy, volume 23, 2021. [bibtex] [url] [doi]
[138]	What is visible across the visual field? (Haun, Andrew), In Neuroscience of Consciousness, volume 7, 2021. [bibtex] [pdf] [doi]
[137]	Causal reductionism and causal structures (Grasso, Matteo, Albantakis, Larissa, Lang, Jonathan P and Tononi, Giulio), In Nature Neuroscience, volume 24, 2021. [bibtex] [pdf] [doi]
[136]	Consciousness and the fallacy of misplaced objectivity (Ellia, Francesco, Hendren, Jeremiah, Grasso, Matteo, Kozma, Csaba, Mindt, Garrett, Lang, Jonathan P, Haun, Andrew, Albantakis, Larissa, Boly, Melanie and Tononi, Giulio), In Neuroscience of Consciousness, volume 2021, 2021. [bibtex] [pdf] [doi]
[135]	Consciousness depends on integration between parietal cortex, striatum, and thalamus (Mohsen Afrasiabi, Michelle J. Redinbaugh, Jessica M. Phillips, Niranjan A. Kambi, Sounak Mohanta, Aeyal Raz, Andrew M. Haun and Yuri B. Saalmann), In Cell Systems, volume 12, 2021. [bibtex] [url] [doi]
[134]	Integrated information theory (Albantakis, Larissa), Chapter in Beyond Neural Correlates of Consciousness (Overgaard, Martin, Mogensen, Jesper, Kirkeby-Hinrup, Asger, eds.), Taylor and Francis, 2021. [bibtex] [doi]
[133]	Quantifying the Autonomy of Structurally Diverse Automata: A Comparison of Candidate Measures (Albantakis, Larissa), In Entropy, volume 23, 2021. [bibtex] [url] [doi]
2020
[132]	How cognitive and environmental constraints influence the reliability of simulated animats in groups (Fischer, Dominik, Mostaghim, Sanaz and Albantakis, Larissa), In PLOS ONE, Public Library of Science, volume 15, 2020. [bibtex] [pdf] [doi]
[131]	Reasonable criteria for functionalists; scarce criteria from phenomenological perspective (Haun, Andrew and Tsuchiya, Naotsugu), In Cognitive Neuroscience, Routledge, volume 0, 2020. [bibtex] [url] [doi]
[130]	A reply to the "unfolding argument": Beyond functionalism/behaviorism and towards a science of causal structure theories of consciousness (Tsuchiya, Naotsugu, Andrillon, Thomas and Haun, Andrew), In Consciousness and Cognition, volume 79, 2020. [bibtex] [url] [doi]
[129]	A macro agent and its actions (Albantakis, Larissa, Massari, Francesco, Beheler-Amass, Maggie and Tononi, Giulio), In arXiv preprint arXiv:2004.00058, 2020. [bibtex] [pdf]
[128]	Measuring stimulus-evoked neurophysiological differentiation in distinct populations of neurons in mouse visual cortex (Mayner, William G. P., Marshall, William, Billeh, Yazan N., Gandhi, Saurabh R., Caldejon, Shiella, Cho, Andrew, Griffin, Fiona, Hancock, Nicole, Lambert, Sophie, Lee, Eric, Luviano, Jennifer, Mace, Kyla, Nayan, Chelsea, Nguyan, Thuyanh, North, Kat, Seid, Sam, Williford, Ali, Cirelli, Chiara, Groblewski, Peter, Lecoq, Jerome, Tononi, Giulio, Koch, Christof and Arkhipov, Anton), In bioRxiv, 2020. [bibtex] [pdf] [doi]
[127]	A measure for intrinsic information (Barbosa, Leonardo S., Marshall, William, Streipert, Sabrina, Albantakis, Larissa and Tononi, Giulio), In Scientific Reports, volume 10, 2020. [bibtex] [pdf] [doi]
2019
[126]	When is an action caused from within? Quantifying the causal chain leading to actions in simulated agents (Juel, Bjørn Erik, Comolatti, Renzo, Tononi, Giulio and Albantakis, Larissa), In arXiv preprint arXiv:1904.02995, 2019. [bibtex] [pdf]
[125]	A fast and general method to empirically estimate the complexity of brain responses to transcranial and intracranial stimulations (Comolatti, Renzo, Pigorini, Andrea, Casarotto, Silvia, Fecchio, Matteo, Faria, Guilherme, Sarasso, Simone, Rosanova, Mario, Gosseries, Olivia, Boly, Mélanie, Bodart, Olivier, Ledoux, Didier, Brichant, Jean-François, Nobili, Lino, Laureys, Steven, Tononi, Giulio, Massimini, Marcello and Casali, Adenauer G.), In bioRxiv, 2019. [bibtex] [url] [doi]
[124]	Why Does Space Feel the Way it Does? Towards a Principled Account of Spatial Experience (Haun, Andrew and Tononi, Giulio), In Entropy, volume 21, 2019. [bibtex] [url]
[123]	Causal Composition: Structural Differences among Dynamically Equivalent Systems (Albantakis, Larissa and Tononi, Giulio), In Entropy, volume 21, 2019. [bibtex] [url]
[122]	A fast and general method to empirically estimate the complexity of brain responses to transcranial and intracranial stimulations (Comolatti, Renzo, Pigorini, Andrea, Casarotto, Silvia, Fecchio, Matteo, Faria, Guilherme, Sarasso, Simone, Rosanova, Mario, Gosseries, Olivia, Boly, Mélanie, Bodart, Olivier, Ledoux, Didier, Brichant, Jean-François, Nobili, Lino, Laureys, Steven, Tononi, Giulio, Massimini, Marcello and Casali, Adenauer G.), In Brain Stimulation, volume 12, 2019. [bibtex] [doi]
[121]	What Caused What? A Quantitative Account of Actual Causation Using Dynamical Causal Networks (Albantakis, Larissa, Marshall, William, Hoel, Erik and Tononi, Giulio), In Entropy, volume 21, 2019. [bibtex] [url]
[120]	Assessing recurrent interactions in cortical networks: Modeling EEG response to transcranial magnetic stimulation (Chang, Jui-Yang, Fecchio, Matteo, Pigorini, Andrea, Massimini, Marcello, Tononi, Giulio and Van Veen, Barry D.), In Journal of Neuroscience Methods, volume 312, 2019. [bibtex] [pdf] [doi]
[119]	IIT vs. Russellian Monism: A metaphysical showdown on the content of experience (Grasso, Matteo), In Journal of Consciousness Studies, volume 26, 2019. [bibtex]
2018
[118]	Characterization of Psilocybin-Induced Altered State Consciousness using TMS-EEG and Integrated Information Theory (IIT) (Ort, A., Preller, K., Tononi, G., Massimini, M. and Vollenweider, F. X.), In Neuropsychobiology, volume 77, 2018. [bibtex]
[117]	Philosophy and Science Dialogue: Consciousness (Tononi, G. and Flanagan, O.), In Frontiers of Philosophy in China, volume 13, 2018. [bibtex] [doi]
[116]	Propofol-induced unresponsiveness is associated with impaired feedforward connectivity in cortical hierarchy (Sanders, R. D., Banks, M. I., Darracq, M., Moran, R., Sleigh, J., Gosseries, O., Bonhomme, V., Brichant, J. F., Rosanova, M., Raz, A., Tononi, G., Massimini, M., Laureys, S. and Boly, M.), In British Journal of Anaesthesia, volume 121, 2018. [bibtex] [pdf] [doi]
[115]	Differentiation Analysis of Continuous Electroencephalographic Activity Triggered by Video Clip Contents (Mensen, A., Marshall, W., Sasai, S. and Tononi, G.), In J Cogn Neurosci, volume 30, 2018. [bibtex] [doi]
[114]	Sizing up Consciousness: Towards an objective measure of the capacity for experience (Massimini, Marcello and Tononi, Giulio), Oxford University Press, 2018. [bibtex] [url]
[113]	PyPhi: A toolbox for integrated information theory (Mayner, W. G. P., Marshall, W., Albantakis, L., Findlay, G., Marchman, R. and Tononi, G.), In PLoS Comput Biol, volume 14, 2018. [bibtex] [pdf] [doi]
[112]	Is consciousness frontal? Two perioperative case reports that challenge that concept (Sanders, R. D., Mostert, N., Lindroth, H., Tononi, G. and Sleigh, J.), In British Journal of Anaesthesia, 2018. [bibtex] [pdf] [doi]
[111]	Black-boxing and cause-effect power (Marshall, W., Albantakis, L. and Tononi, G.), In PLoS Comput Biol, volume 14, 2018. [bibtex] [pdf] [doi]
[110]	How Swarm Size during Evolution Impacts the Behavior, Generalizability, and Brain Complexity of Animats Performing a Spatial Navigation Task (Fischer, Dominik, Mostaghim, Sanaz and Albantakis, Larissa), In Proceedings of the Genetic and Evolutionary Computation Conference, Association for Computing Machinery, 2018. [bibtex] [doi]
[109]	A Tale of Two Animats: What Does It Take to Have Goals? (Albantakis, Larissa), Chapter in Wandering Towards a Goal: How Can Mindless Mathematical Laws Give Rise to Aims and Intention? (Aguirre, Anthony, Foster, Brendan, Merali, Zeeya, eds.), Springer International Publishing, 2018. [bibtex] [doi]
2017
[108]	PyPhi: A toolbox for integrated information theory (Mayner, William GP, Marshall, William, Albantakis, Larissa, Findlay, Graham, Marchman, Robert and Tononi, Giulio), In arXiv preprint arXiv:1712.09644, 2017. [bibtex] [pdf]
[107]	Are the neural correlates of consciousness in the front or in the back of the cerebral cortex? Clinical and neuroimaging evidence (Boly, Melanie, Massimini, Marcello, Tsychiya, Naotsugu, Postle, Bradley R., Koch, Christof and Tononi, Giulio), In The Journal of Neuroscience, volume 37, 2017. [bibtex] [url] [doi]
[106]	Propofol-Induced Unresponsiveness is Associated with Impaired Feedforward Connectivity in the Cortical Hierarchy (Sanders, Robert D., Banks, Matthew I., Darracq, Matthieu, Moran, Rosalyn, Sleigh, Jamie, Gosseries, Olivia, Bonhomme, Vincent, Brichant, Jean-François, Rosanova, Mario, Raz, Aeyal, Tononi, Giulio, Massimini, Marcello, Laureys, Steven and Boly, Mélanie), In bioRxiv, 2017. [bibtex] [url] [doi]
[105]	The Phenomenal Contents and Neural Correlates of Spontaneous Thoughts across Wakefulness, NREM Sleep, and REM Sleep (Perogamvros, Lampros, Baird, Benjamin, Seibold, Mitja, Riedner, Brady, Boly, Melanie and Tononi, Giulio), In Journal of Cognitive Neuroscience, volume 0, 2017. [bibtex] [pdf] [doi]
[104]	EEG Differentiation Analysis and Stimulus Set Meaningfulness (Mensen, Armand, Marshall, William and Tononi, Giulio), In Frontiers in Psychology, volume 8, 2017. [bibtex] [url] [doi]
[103]	How causal analysis can reveal autonomy in models of biological systems (Marshall, William, Kim, Hyunju, Walker, Sara I., Tononi, Giulio and Albantakis, Larissa), In Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, volume 375, 2017. [bibtex] [pdf] [doi]
[102]	Are we underestimating the richness of visual experience? (Haun, Andrew M, Tononi, Giulio, Koch, Christof and Tsuchiya, Naotsugu), In Neuroscience of Consciousness, volume 3, 2017. [bibtex] [pdf]
[101]	Are the Neural Correlates of Consciousness in the Front or in the Back of the Cerebral Cortex? Clinical and Neuroimaging Evidence (Boly, Melanie, Massimini, Marcello, Tsuchiya, Naotsugu, Postle, Bradley R., Koch, Christof and Tononi, Giulio), In The Journal of Neuroscience, volume 37, 2017. [bibtex] [pdf] [doi]
[100]	Automata and Animats: From Dynamics to Cause–Effect Structures (Albantakis, Larissa and Tononi, Giulio), Chapter in From Matter to Life: Information and Causality (Walker, Sara Imari, Davies, Paul C. W., Ellis, George F. R., eds.), Cambridge University Press, 2017. [bibtex] [doi]
2016
[99]	Black-boxing and cause-effect power (Marshall, William, Albantakis, Larissa and Tononi, Giulio), In arXiv preprint arXiv:1608.03461, 2016. [bibtex] [pdf]
[98]	What determines the level of consciousness during Non-REM sleep? (Siclari, F., Bernardi, G., Larocque, J., Postle, B. and Tononi, G.), In Journal of Sleep Research, volume 25, 2016. [bibtex]
[97]	A reply to Barrett (2016) (Tononi, Giulio and Koch, Christof), In Phil. Trans. R. Soc. B, volume 371, 2016. [bibtex] [pdf] [doi]
[96]	Integrated information theory: from consciousness to its physical substrate (Tononi, G., Boly, M., Massimini, M. and Koch, C.), In Nat Rev Neurosci, volume 17, 2016. [bibtex] [doi]
[95]	Integrated information theory: from consciousness to its physical substrate SUPPLEMENTAL INFORMATION (Tononi, G., Boly, M., Massimini, M. and Koch, C.), In Nat Rev Neurosci, 2016. [bibtex] [url] [doi]
[94]	Functional split brain in a driving/listening paradigm (Sasai, Shuntaro, Boly, Melanie, Mensen, Armand and Tononi, Giulio), In Proceedings of the National Academy of Sciences, volume 113, 2016. [bibtex] [pdf] [doi]
[93]	Is consciousness fragile? (Sanders, R. D., Raz, A., Banks, M. I., Boly, M. and Tononi, G.), In Br J Anaesth, volume 116, 2016. [bibtex] [url] [doi]
[92]	Consciousness and cortical responsiveness: a within-state study during non-rapid eye movement sleep (Nieminen, J. O., Gosseries, O., Massimini, M., Saad, E., Sheldon, A. D., Boly, M., Siclari, F., Postle, B. R. and Tononi, G.), In Sci Rep, volume 6, 2016. [bibtex] [pdf] [doi]
[91]	Integrated Information and State Differentiation (Marshall, William, Gomez-Ramirez, Jaime and Tononi, Giulio), In Frontiers in Psychology, volume 7, 2016. [bibtex] [pdf] [doi]
[90]	Posterior and anterior cortex - where is the difference that makes the difference? (Koch, C., Massimini, M., Boly, M. and Tononi, G.), In Nat Rev Neurosci, 2016. [bibtex] [doi]
[89]	Neural correlates of consciousness: progress and problems (Koch, C., Massimini, M., Boly, M. and Tononi, G.), In Nat Rev Neurosci, volume 17, 2016. [bibtex] [url] [doi]
[88]	Propofol anesthesia reduces Lempel-Ziv complexity of spontaneous brain activity in rats (Hudetz, Anthony G., Liu, Xiping, Pillay, Siveshigan, Boly, Melanie and Tononi, Giulio), In Neuroscience Letters, volume 628, 2016. [bibtex] [pdf] [doi]
[87]	Can the macro beat the micro? Integrated information across spatiotemporal scales (Hoel, Erik P., Albantakis, Larissa, Marshall, William and Tononi, Giulio), In Neuroscience of Consciousness, volume 2016, 2016. [bibtex] [pdf] [doi]
[86]	Stratification of unresponsive patients by an independently validated index of brain complexity (Casarotto, Silvia, Comanducci, Angela, Rosanova, Mario, Sarasso, Simone, Fecchio, Matteo, Napolitani, Martino, Pigorini, Andrea, G Casali, Adenauer, Trimarchi, Pietro D and Boly, Melanie), In Annals of neurology, volume 80, 2016. [bibtex] [pdf] [doi]
2015
[85]	Integrated information theory (Tononi, Giulio), In Scholarpedia, volume 10, 2015. [bibtex] [url]
[84]	Consciousness: here, there and everywhere? (Tononi, Giulio and Koch, Christof), In Phil. Trans. R. Soc. B, volume 370, 2015. [bibtex] [pdf] [doi]
[83]	Consciousness: Here, There, but not Everywhere (Tononi, G and Koch, C), In arXiv, volume arXiv:1405.7089 [q-bio.NC], 2015. [bibtex] [url]
[82]	Consciousness and Complexity during Unresponsiveness Induced by Propofol, Xenon, and Ketamine (Sarasso, Simone, Boly, Melanie, Napolitani, Martino, Gosseries, Olivia, Charland-Verville, Vanessa, Casarotto, Silvia, Rosanova, Mario, Casali, Adenauer Girardi, Brichant, Jean-Francois and Boveroux, Pierre), In Current Biology, volume 25, 2015. [bibtex] [url] [doi]
[81]	Is consciousness fragile? (Sanders, R. D., Raz, A., Banks, M. I., Boly, M. and Tononi, G.), In Br J Anaesth, volume 116, 2015. [bibtex] [pdf] [doi]
[80]	Stimulus set meaningfulness and neurophysiological differentiation: a functional magnetic resonance imaging study (Boly, M., Sasai, S., Gosseries, O., Oizumi, M., Casali, A., Massimini, M. and Tononi, G.), In PLoS One, volume 10, 2015. [bibtex] [pdf] [doi]
[79]	The Intrinsic Cause-Effect Power of Discrete Dynamical Systems—From Elementary Cellular Automata to Adapting Animats (Albantakis, Larissa and Tononi, Giulio), In Entropy, volume 17, 2015. [bibtex] [url] [doi]
[78]	Lempel-Ziv complexity of cortical activity during sleep and waking in rats (Abasolo, D., Simons, S., Morgado da Silva, R., Tononi, G. and Vyazovskiy, V. V.), In J Neurophysiol, volume 113, 2015. [bibtex] [pdf] [doi]
2014
[77]	Consciousness: here, there but not everywhere (Tononi, Giulio and Koch, Christof), In arXiv preprint arXiv:1405.7089, 2014. [bibtex] [pdf]
[76]	How Does Your PHI Formula Deal with the Evidence that Consciousness Is State Dependent? More Specifically, if PHI Were Higher in REM Sleep Than in Waking, Would You Conclude That Dreaming Was More Conscious Even Than Waking? (Tononi, Giulio), Chapter in Dream Consciousness, Springer, 2014. [bibtex]
[75]	The neural correlates of consciousness in sleep: a no-task, within-state paradigm (Siclari, Francesca, LaRocque, Joshua J, Bernardi, Giulio, Postle, Bradley R and Tononi, Giulio), In BioRXiv, 2014. [bibtex] [pdf] [doi]
[74]	Quantifying Cortical EEG Responses to TMS in (Un)consciousness (Sarasso, S., Rosanova, M., Casali, A. G., Casarotto, S., Fecchio, M., Boly, M., Gosseries, O., Tononi, G., Laureys, S. and Massimini, M.), In Clin EEG Neurosci, volume 45, 2014. [bibtex] [pdf] [doi]
[73]	From the phenomenology to the mechanisms of consciousness: integrated information theory 3.0 (Oizumi, M., Albantakis, L. and Tononi, G.), In PLoS Comput Biol, volume 10, 2014. [bibtex] [pdf] [doi]
[72]	Stimulus set meaningfulness and neurophysiological differentiation: a functional magnetic resonance imaging study (Boly, M., Sasai, S., Gosseries, O., Oizumi, M., Casali, A., Massimini, M. and Tononi, G.), In bioRxiv, 2014. [bibtex] [url] [doi]
[71]	Evolution of integrated causal structures in animats exposed to environments of increasing complexity (Albantakis, L., Hintze, A., Koch, C., Adami, C. and Tononi, G.), In PLoS Comput Biol, volume 10, 2014. [bibtex] [pdf] [doi]
2013
[70]	Can a photodiode be conscious? (Koch, C; Tononi, G), In The New York Review of Books, volume 3, 2013. [bibtex]
[69]	Lempel-Ziv complexity analysis of local field potentials in different vigilance states with different coarse-graining techniques (Abásolo, D, da Silva, R Morgado, Simons, S, Tononi, G, Cirelli, C and Vyazovskiy, VV), In XIII Mediterranean Conference on Medical and Biological Engineering and Computing, Springer, 2013. [bibtex]
[68]	On the irreducibility of consciousness and its relevance to free will (Tononi, Giulio), Chapter in Is Science Compatible with Free Will? (Suarez, Antoine, Adams, Peter, eds.), Springer, 2013. [bibtex] [url]
[67]	Sleep and consciousness (Nir, Yuval, Massimini, Marcello, Boly, Melanie and Tononi, Giulio), Chapter in Neuroimaging of Consciousness, Springer, 2013. [bibtex]
[66]	The minimal complexity of adapting agents increases with fitness (Joshi, N. J., Tononi, G. and Koch, C.), In PLoS Comput Biol, volume 9, 2013. [bibtex] [pdf] [doi]
[65]	Quantifying causal emergence shows that macro can beat micro (Hoel, E. P., Albantakis, L. and Tononi, G.), In Proc Natl Acad Sci U S A, volume 110, 2013. [bibtex] [pdf] [doi]
[64]	A theoretically based index of consciousness independent of sensory processing and behavior. (Casali, Adenauer G, Gosseries, Olivia, Rosanova, Mario, Boly, Melanie, Sarasso, Simone, Casali, Karina R, Casarotto, Silvia, Bruno, Marie-Aurélie, Laureys, S, Tononi, Giulio and Massimini, Marcello), In Sci Transl Med, volume 5, 2013. [bibtex] [pdf]
2012
[63]	Cortical mechanisms of loss of consciousness: insight from TMS/EEG studies (Massimini, M., Ferrarelli, F., Sarasso, S. and Tononi, G.), In Archives Italiennes De Biologie, volume 150, 2012. [bibtex] [url]
[62]	Unresponsiveness versus Unconsciousness In Reply (Sanders, R. D., Tononi, G., Laureys, S. and Sleigh, J.), In Anesthesiology, volume 117, 2012. [bibtex] [doi]
[61]	External awareness under general anaesthesia: data from the isolated forearm technique (Sanders, R. D., Tononi, G., Laureys, S. and Sleigh, J.), In British Journal of Anaesthesia, volume 108, 2012. [bibtex]
[60]	Phi: A Voyage from the Brain to the Soul (Tononi, Giulio), Pantheon Books, Randomhouse, 2012. [bibtex] [url]
[59]	The Integrated Information Theory of Consciousness: An Updated Account (vol 150, pg 56, 2012) (Tononi, G.), In Archives Italiennes De Biologie, volume 150, 2012. [bibtex]
[58]	Unresponsiveness ≠ Unconsciousness. (Sanders, Robert D, Tononi, Giulio, Laureys, Steven and Sleigh, Jamie), In Anesthesiology, volume 116, 2012. [bibtex] [pdf] [doi]
[57]	Recovery of cortical effective connectivity and recovery of consciousness in vegetative patients (Rosanova, M., Gosseries, O., Casarotto, S., Boly, M., Casali, A. G., Bruno, M. A., Mariotti, M., Boveroux, P., Tononi, G., Laureys, S. and Massimini, M.), In Brain, volume 135, 2012. [bibtex] [pdf] [doi]
2011
[56]	Integrated information increases with fitness in the evolution of animats (Edlund, Jeffrey, Chaumont, Nicolas, Hintze, Arend, Koch, Christof, Tononi, Giulio and Adami, Christoph), In arXiv preprint arXiv:1103.1791, 2011. [bibtex] [pdf]
[55]	A Test for Consciousness. How will we know when we’ve built a sentient computer? By making it solve a simple puzzle. (Koch, C and Tononi, G), In Scientific American, 2011. [bibtex] [url]
[54]	Human brain connectivity during single and paired pulse transcranial magnetic stimulation (Ferreri, F., Pasqualetti, P., Maatta, S., Ponzo, D., Ferrarelli, F., Tononi, G., Mervaala, E., Miniussi, C. and Rossini, P. M.), In Neuroimage, volume 54, 2011. [bibtex] [doi]
[53]	Integrated information increases with fitness in the evolution of animats (Edlund, J. A., Chaumont, N., Hintze, A., Koch, C., Tononi, G. and Adami, C.), In PLoS Comput Biol, volume 7, 2011. [bibtex] [pdf] [doi]
2010
[52]	Using TMS/hd-EEG to Explore the Natural Oscillatory Frequency of Cortical Areas in Schizophrenia (Ferrarelli, F., Johnson, J. S., Peterson, M. J., Sarasso, S., Postle, B. R. and Tononi, G.), In Biological Psychiatry, volume 67, 2010. [bibtex]
[51]	Breakdown in cortical effective connectivity during midazolam-induced loss of consciousness (Ferrarelli, F., Massimini, M., Sarasso, S., Casali, A., Riedner, B. A., Angelini, G., Tononi, G. and Pearce, R. A.), In Proceedings of the National Academy of Sciences of the United States of America, volume 107, 2010. [bibtex] [pdf] [doi]
[50]	Dreaming and the brain: from phenomenology to neurophysiology (Nir, Y. and Tononi, G.), In Trends Cogn Sci, volume 14, 2010. [bibtex] [pdf] [doi]
[49]	Information integration: its relevance to brain function and consciousness. (Tononi, G), In Archives italiennes de biologie, volume 148, 2010. [bibtex]
[48]	Brain responses evoked by high-frequency repetitive transcranial magnetic stimulation: an event-related potential study (Hamidi, M., Slagter, H. A., Tononi, G. and Postle, B. R.), In Brain Stimul, volume 3, 2010. [bibtex] [pdf] [doi]
2009
[47]	A perturbational approach for evaluating the brain's capacity for consciousness (Massimini, M, Boly, M, Casali, A, Rosanova, M and Tononi, G), In Prog Brain Res, volume 177, 2009. [bibtex] [doi]
[46]	Evaluating the role of prefrontal and parietal cortices in memory-guided response with repetitive transcranial magnetic stimulation (Hamidi, M, Tononi, G and Postle, B R), In Neuropsychologia, volume 47, 2009. [bibtex] [pdf] [doi]
[45]	Repetitive Transcranial Magnetic Stimulation Affects behavior by Biasing Endogenous Cortical Oscillations (Hamidi, M., Slagter, H. A., Tononi, G. and Postle, B. R.), In Front Integr Neurosci, volume 3, 2009. [bibtex] [pdf] [doi]
[44]	Theoretical approaches to the diagnosis of altered states of consciousness (Boly, M, Massimini, M and Tononi, G), In Prog Brain Res, volume 177, 2009. [bibtex] [doi]
[43]	Qualia: the geometry of integrated information. (Balduzzi, D and Tononi, G), In PLoS computational biology, volume 5, 2009. [bibtex] [pdf] [doi]
2008
[42]	The Neural Correlates of Consciousness: An Update (Tononi, G. and Koch, C.), In Ann Ny Acad Sci, volume 1224, 2008. [bibtex] [doi]
[41]	Why does consciousness fade in early sleep? (Tononi, G and Massimini, M), In Ann N Y Acad Sci, volume 1129, 2008. [bibtex] [doi]
[40]	Consciousness as integrated information: a provisional manifesto (Tononi, G), In Biol Bull, volume 215, 2008. [bibtex] [url] [doi]
[39]	Can machines be conscious? (Koch, C and Tononi, G), In Ieee Spectrum, volume 45, 2008. [bibtex] [url]
[38]	Integrated information in discrete dynamical systems: motivation and theoretical framework (Balduzzi, D. and Tononi, G.), In PLoS Comput Biol, volume 4, 2008. [bibtex] [pdf] [doi]
[37]	Consciousness and anesthesia (Alkire, M. T., Hudetz, A. G. and Tononi, G.), In Science, volume 322, 2008. [bibtex] [pdf] [doi]
2006
[36]	EEG responses to magnetic cortical stimulation during REM sleep (Massimini, M., Ferrarelli, F., Huber, R., Murphy, M., Peterson, M., Riedner, B., Esser, S. and Tononi, G.), In Sleep, volume 29, 2006. [bibtex]
2005
[35]	Consciousness, information integration, and the brain (Tononi, G), In Prog Brain Res, volume 150, 2005. [bibtex] [url] [doi]
[34]	Breakdown of cortical effective connectivity during sleep (Massimini, M, Ferrarelli, F, Huber, R, Esser, S K, Singh, H and Tononi, G), In Science, volume 309, 2005. [bibtex] [doi]
2004
[33]	An information integration theory of consciousness (Tononi, G), In BMC Neurosci, volume 5, 2004. [bibtex] [pdf] [doi]
2003
[32]	Measuring information integration (Tononi, G and Sporns, O), In BMC Neurosci, volume 4, 2003. [bibtex] [pdf]
[31]	Galileo e il fotodiodo (Tononi, Giulio), Laterza, 2003. [bibtex]
2002
[30]	Theoretical neuroanatomy and the connectivity of the cerebral cortex (Sporns, O, Tononi, G and Edelman, G M), In Behav Brain Res, volume 135, 2002. [bibtex] [doi]
[29]	Classes of Network Connectivity and Dynamics (Sporns, O and Tononi, G), In Complexity, volume 7, 2002. [bibtex] [url]
[28]	A measure for brain complexity: Relating functional segregation and integration in the nervous system (Tononi, G.), In Biological Psychiatry, volume 51, 2002. [bibtex]
2001
[27]	Information measures for conscious experience (Tononi, G), In Arch Ital Biol, volume 139, 2001. [bibtex]
2000
[26]	Theoretical neuroanatomy: relating anatomical and functional connectivity in graphs and cortical connection matrices (Sporns, O, Tononi, G and Edelman, G M), In Cereb Cortex, volume 10, 2000. [bibtex] [pdf] [doi]
[25]	Connectivity and complexity: the relationship between neuroanatomy and brain dynamics (Sporns, O, Tononi, G and Edelman, G M), In Neural Netw, volume 13, 2000. [bibtex] [doi]
[24]	Criteria for consciousness in the brain: Methodological implications of recent developments in cognitive neuroscience. (Baars, B. J., Tononi, G. and Bickle, J.), In Consciousness and Cognition, volume 9, 2000. [bibtex]
[23]	Consciousness integrated and differentiated. (Tononi, G.), In Consciousness and Cognition, volume 9, 2000. [bibtex]
[22]	A universe of consciousness : how matter becomes imagination (Edelman, Gerald M. and Tononi, Giulio), Basic Books, 2000. [bibtex] [url]
1999
[21]	Measures of degeneracy and redundancy in biological networks (Tononi, G, Sporns, O and Edelman, G M), In Proc Natl Acad Sci U S A, volume 96, 1999. [bibtex] [pdf] [doi]
1998
[20]	Investigating neural correlates of conscious perception by frequency-tagged neuromagnetic responses (Tononi, G, Srinivasan, R, Russell, D P and Edelman, G M), In Proc Natl Acad Sci U S A, volume 95, 1998. [bibtex] [pdf] [doi]
[19]	Complexity and coherency: integrating information in the brain (Tononi, G, Edelman, G M and Sporns, O), In Trends in Cognitive Sciences, volume 2, 1998. [bibtex] [doi]
[18]	Complexity and functional integration: A theoretical perspective (Tononi, G.), In Journal of Cognitive Neuroscience, volume 10, 1998. [bibtex]
[17]	Consciousness and the integration of information in the brain (Tononi, G and Edelman, G M), In Adv Neurol, volume 77, 1998. [bibtex]
[16]	Consciousness and complexity (Tononi, G and Edelman, G M), In Science, volume 282, 1998. [bibtex] [pdf] [doi]
1997
[15]	Neural dynamics in a model of the thalamocortical system .1. Layers, loops and the emergence of fast synchronous rhythms (Lumer, E. D., Edelman, G. M. and Tononi, G.), In Cerebral Cortex, volume 7, 1997. [bibtex] [doi]
[14]	Neural dynamics in a model of the thalamocortical system .2. The role of neural synchrony tested through perturbations of spike timing (Lumer, E. D., Edelman, G. M. and Tononi, G.), In Cerebral Cortex, volume 7, 1997. [bibtex] [doi]
[13]	Information: In the stimulus or in the context? (Tononi, G and Edelman, G M), In Behavioral and Brain Sciences, volume 20, 1997. [bibtex]
[12]	Neural Darwinism: A selectionist view of the brain. (Edelman, G M and Tononi, G), Piper Verlag Press, 1997. [bibtex]
1996
[11]	Specialization, integration, and complexity (Tononi, G.), In Journal of Psychophysiology, volume 10, 1996. [bibtex]
[10]	A complexity measure for selective matching of signals by the brain (Tononi, G, Sporns, O and Edelman, G M), In Proc Natl Acad Sci U S A, volume 93, 1996. [bibtex] [pdf] [doi]
[9]	Selection and development: The brain as a complex system. (Edelman, G M and Tononi, G), Chapter in Lifespan Development of Individuals (Magnusson, G, ed.), Cambridge University Press, 1996. [bibtex]
[8]	Functional segregation and integration in the nervous system: Theory and models (Tononi, Giulio), Chapter in Somesthesis and the Neurobiology of the Somatosensory Cortex, Springer, 1996. [bibtex] [url]
1995
[7]	Reentry and dynamical interactions of cortical networks. (Sporns, O, Tononi, G and Edelman, G M), Chapter in Models of neural networks II. (JL van Hemmen K Schulten, E Domany, ed.), Springer-Verlag, 1995. [bibtex]
[6]	Characterising the complexity of neuronal interactions (Friston, K J, Tononi, G, Sporns, O and Edelman, G M), In Human Brain Mapping, volume 3, 1995. [bibtex]
1994
[5]	Selectionism and the brain (Sporns, Olaf and Tononi, Giulio), Academic Press, 1994. [bibtex] [doi]
[4]	A measure for brain complexity: relating functional segregation and integration in the nervous system (Tononi, G, Sporns, O and Edelman, G M), In Proc Natl Acad Sci U S A, volume 91, 1994. [bibtex] [pdf] [doi]
[3]	Reentry and the problem of cortical integration (Tononi, G), Chapter in Selectionism and the Brain, International Review of Neurobiology (Sporns, Olaf, ed.), Academic Press, volume 37, 1994. [bibtex]
1992
[2]	Reentry and the problem of integrating multiple cortical areas: simulation of dynamic integration in the visual system (Tononi, G, Sporns, O and Edelman, G M), In Cereb Cortex, volume 2, 1992. [bibtex] [doi]
[1]	Reentry and the Integration of Brain Function (Tononi, G), In Comunicazioni Scientifiche di Psicologia Generale, 1992. [bibtex]