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Christof Koch

20 papers in the library · 4,330 citations · publishing 2002-2026

Papers

Neural correlates of consciousness: progress and problems

Nature reviews. Neuroscience April 20, 2016 Christof Koch, Marcello Massimini, Melanie Boly et al. 1,654 citations

The neural correlates of consciousness—the minimum neural mechanisms sufficient for any one specific conscious percept—are primarily localized to a posterior cortical hot zone that includes sensory areas, rather than to a fronto-parietal network involved in task monitoring and reporting. Some candidate neurophysiological markers of consciousness have proved illusory, while measures of differentiation and integration of neural activity offer more promising quantitative indices of consciousness.

The Neural Correlates of Consciousness

Annals of the New York Academy of Sciences March 1, 2008 Giulio Tononi, Christof Koch 615 citations

This review synthesizes recent findings on the neural correlates of consciousness, distinguishing consciousness from other brain functions. It examines global changes in consciousness during sleep, anesthesia, and seizures, then explores paradigms for studying neural correlates of specific conscious percepts, highlighting the roles of different brain regions. Dynamic aspects of neural activity—sustained versus phasic, feedforward versus reentrant, and neural synchronization—are discussed. The review also considers how theoretical analysis of consciousness's fundamental properties can complement neurobiological research.

Are the Neural Correlates of Consciousness in the Front or in the Back of the Cerebral Cortex? Clinical and Neuroimaging Evidence

Journal of Neuroscience October 4, 2017 Melanie Boly, Marcello Massimini, Naotsugu Tsuchiya et al. 591 citations

The role of the frontal cortex in consciousness is debated. This Perspective critically reviews clinical and neuroimaging evidence for the involvement of the front versus the back of the cortex in specifying conscious contents and discusses promising research avenues.

Neural correlates of consciousness

Scholarpedia January 1, 2007 Florian Mormann, Christof Koch 154 citations

Consciousness is a puzzling property of complex biological systems that depends on their state. The central question is how immaterial conscious mental states relate to physical brain states. Scientists are using various empirical approaches to investigate the neural basis of consciousness. This article reviews those approaches and summarizes what has been learned so far.

Can machines be conscious?

IEEE Spectrum May 29, 2008 Christof Koch, Giulio Tononi 134 citations

Within a generation, people may have the option to upload their minds—thoughts, memories, and personality—to a computer, offering an alternative to death. Once consciousness is reduced to electronic patterns, it could be copied, edited, sold, pirated, bundled with other minds, or deleted. The text raises the question of whether one would sell their soul on eBay, framing the ethical and practical implications of digital immortality and the commodification of consciousness.

An adversarial collaboration protocol for testing contrasting predictions of global neuronal workspace and integrated information theory

PLoS ONE February 10, 2023 Lucia Melloni, Liad Mudrik, Michael Pitts et al. 106 citations

An adversarial collaboration between proponents of Global Neuronal Workspace and Integrated Information Theory devised and preregistered two experiments that test contrasting predictions about the location and timing of correlates of visual consciousness. Six theory-impartial laboratories will follow the study protocol using fMRI, M-EEG, and intracranial EEG, with built-in replications between labs and within datasets. The project aims to provide decisive evidence for or against the two theories and clarify the neural footprints of conscious visual perception, while modeling large-scale, collaborative, and open science practice.

Are we underestimating the richness of visual experience?

Neuroscience of Consciousness January 1, 2017 Andrew Haun, Giulio Tononi, Christof Koch et al. 97 citations

Some researchers claim that perceptual experience is impoverished—that people perceive and remember very little visual information. However, the evidence indicates that this view is mistaken and that visual phenomenology is actually immensely rich. To accurately assess perceptual content, experiments should go beyond simple binary forced-choice tasks and instead analyze broader reports of experience. Adopting such methods will reveal the genuine richness of experience and its underlying neural basis.

Adversarial testing of global neuronal workspace and integrated information theories of consciousness.

Nature June 1, 2025 Oscar Ferrante, Urszula Gorska-Klimowska, Simon Henin et al. 94 citations

Different theories explain how subjective experience arises from brain activity. An open science adversarial collaboration directly juxtaposed integrated information theory (IIT) and global neuronal workspace theory (GNWT). Human participants (n = 256) viewed suprathreshold stimuli for variable durations while neural activity was measured with fMRI, MEG, and intracranial EEG. Information about conscious content was found in visual, ventrotemporal, and inferior frontal cortex, with sustained responses in occipital and lateral temporal cortex reflecting stimulus duration, and content-specific synchronization between frontal and early visual areas. These results align with some predictions of IIT and GNWT but substantially challenge key tenets of both theories, including a lack of sustained posterior cortex synchronization for IIT and a lack of ignition at stimulus offset and limited prefrontal representation for GNWT.

Are the neural correlates of consciousness in the front or in the back of the cerebral cortex? Clinical and neuroimaging evidence

bioRxiv Preprint Server March 19, 2017 Melanie Boly, Marcello Massimini, Naotsugu Tsychiya et al. 56 citations preprint

The role of the frontal cortex in consciousness is debated. This perspective critically reviews clinical and neuroimaging evidence on whether the front or back of the cortex specifies conscious contents, and discusses promising research avenues. The authors argue that current evidence does not clearly support a primary role for the frontal cortex in generating conscious experience, pointing instead to posterior regions as more directly involved. They suggest that future research should focus on distinguishing neural correlates of consciousness from prerequisites and consequences.

Pupil-DLC: An open-source deep learning pipeline for scalable, marker-less tracking of pupil dynamics across conscious and unconscious states.

Journal of neuroscience methods July 4, 2026 Parsa Seyfourian, Lydia C Marks, Leslie D Claar et al.

Pupil diameter is a non-invasive biomarker of brain state, correlating with arousal, attention, cognitive processing, and consciousness. Existing pupillometry software often lacks scalability and robustness across diverse experimental conditions and species. Pupil-DLC is an open-source, offline, DeepLabCut-based pipeline for scalable, marker-less pupil tracking, primarily designed for mice. Trained on 21,909 manually annotated frames from over 140 videos of head-fixed mice spanning wakefulness and drug-induced states, including psychedelics and anesthesia, the dataset was deliberately selected to maximize pupil size variability and model generalization.

Testing the Conjecture That Quantum Processes Create Conscious Experience.

Entropy (Basel, Switzerland) May 28, 2024 Hartmut Neven, Adam Zalcman, Peter Read et al.

Conscious experience may emerge from quantum mechanical superpositions, a groundbreaking idea that suggests the structure of these superpositions shapes our experiences. This theory posits that quantum entanglement resolves the binding problem, creating a unified phenomenal experience. In a proposed series of experiments involving brain organoids and xenon anesthesia, the aim is to explore these connections further. With a focus on brain-computer interfaces, this approach could potentially enhance human consciousness, offering innovative avenues for understanding the physical substrate of consciousness.

Protocol for testing global neuronal workspace and integrated information theories of consciousness in non-human primates and mice.

PloS one January 1, 2026 Matilda Gibbons, Ethan G McBride, Raghuram Holenarasipura Venkatasubbaiah et al.

An adversarial collaboration will test competing predictions from Global Neuronal Workspace Theory and Integrated Information Theory about the neural correlates of consciousness. Non-human primates and mice will perform a go-nogo task with supra-threshold visual and auditory stimuli while neural activity is recorded from multiple cortical areas using Neuropixels electrodes. To causally test timing and location predictions, prefrontal cortex activity will be manipulated via electrical stimulation in primates or optogenetic silencing in mice. The protocol details experimental design, analyses, divergent predictions, and anticipated outcomes.

Transition to chaos separates learning regimes and relates to measure of consciousness in recurrent neural networks

bioRxiv Preprint Server May 15, 2024 Dana Mastrovito, Yuhan Helena Liu, Lukasz Kusmierz et al. preprint

The critical coupling strength that separates chaotic from ordered dynamics in recurrent neural networks also differentiates two learning strategies: networks initialized with low coupling learn rich representations, while those with larger variance learn lazier solutions. Training moves both stable and chaotic networks closer to the edge of chaos. Biologically realistic connectivity fosters stability across a wide range of variances. The transition to chaos is reflected in the perturbational complexity index (PCIst), a measure that clinically discriminates levels of consciousness. Networks with high PCIst exhibit stable dynamics and rich learning, suggesting a consciousness prior may promote rich learning. The results indicate a relationship between critical dynamics, learning regimes, and complexity-based measures of consciousness.

An adversarial collaboration to critically evaluate theories of consciousness

bioRxiv Preprint Server June 23, 2023 Oscar Ferrante, Urszula Gorska-Klimowska, Simon Henin et al. preprint

An open science adversarial collaboration directly juxtaposed Integrated Information Theory (IIT) and Global Neuronal Workspace Theory (GNWT) by investigating neural correlates of visual experience. 256 human subjects viewed suprathreshold stimuli for variable durations while neural activity was measured with fMRI, MEG, and ECoG. Information about conscious content was found in visual, ventro-temporal, and inferior frontal cortex, with sustained responses in occipital and lateral temporal cortex reflecting stimulus duration, and content-specific synchronization between frontal and early visual areas.

Perceptual awareness negativity: a physiological correlate of sensory consciousness.

Trends in Cognitive Sciences June 22, 2021 C. Dembski, Christof Koch, Michael A. Pitts

The P3b brain wave is not a reliable marker of conscious perception, as many experiments have failed to observe it during conscious experience. In contrast, the visual and auditory awareness negativity (VAN and AAN) have not been dissociated from consciousness, and a similar signal correlates with tactile consciousness. These awareness negativities are likely generated in sensory cortices and can be maximal contralateral to the stimulus, suggesting a generalized perceptual awareness negativity (PAN) that marks the onset of sensory consciousness.

Making the hard problem of consciousness easier

Science May 28, 2021 L. Melloni, L. Mudrik, Michael A. Pitts et al.

Consciousness remains a hard problem: why does neural activity produce subjective experience, like the taste of chocolate or the feeling of a caress? Understanding this has medical and ethical implications, from assessing consciousness after brain injury to deciding whether nonhuman animals, fetuses, organoids, or advanced machines are conscious. A comprehensive theory is needed to determine which systems experience anything and to define ethical boundaries. An adversarial collaboration championing open science aims to test whether major current theories hold up.

Consciousness: Here, There but Not Everywhere

arXiv Preprint Archive May 27, 2014 Giulio Tononi, Christof Koch

Integrated Information Theory (IIT) starts from five axioms about conscious experience—existence, composition, information, integration, and exclusion—to derive physical postulates that specify which systems can be conscious and what their experience is like. IIT provides a calculus to measure both the quantity and quality of experience, explains clinical and laboratory findings, and makes testable predictions. It holds that consciousness is graded, common among biological organisms, and present even in some simple systems, but not in everything: groups of individuals or feedforward networks lack it. Crucially, IIT implies that digital computers, even those that perfectly simulate human behavior or brain function, would experience next to nothing, contradicting functionalist views.