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Giulio Tononi

University of Wisconsin–Madison, University of Wisconsin System

105 papers in the library · 15,080 citations · publishing 1995-2026

Papers

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Philosophy and Science Dialogue: Consciousness

Frontiers of Philosophy in China September 25, 2018 Giulio Tononi, Owen Flanagan

This is a dialogue between a philosopher and a scientist about the scientific explanation of consciousness. What is consciousness? Does it admit of scientific explanation? If so, what must a scientific theory of consciousness be like in order to provide us with a satisfying explanation of its explanandum? And what types of entities might such a theory acknowledge as being conscious? Philosopher...

Dreaming in NREM Sleep: A High-Density EEG Study of Slow Waves and Spindles

Journal of Neuroscience September 10, 2018 Francesca Siclari, Giulio Bernardi, Jacinthe Cataldi et al. 148 citations

Dreaming can occur in both rapid eye movement (REM) and non-REM (NREM) sleep. We recently showed that in both REM and NREM sleep, dreaming is associated with local decreases in slow wave activity (SWA) in posterior brain regions. To expand these findings, here we asked how specific features of slow waves and spindles, the hallmarks of NREM sleep, relate to dream experiences. Fourteen healthy...

DOI: 10.1523/jneurosci.0855-18.2018 (opens in new tab) Full text (opens in new tab) Sleep spindle Electroencephalography Dream K-complex +5

Acute effects of meditation training on the waking and sleeping brain: Is it all about homeostasis?

European Journal of Neuroscience August 24, 2018 Daniela Dentico, David R. W. Bachhuber, Brady A. Riedner et al. 18 citations

Our recent finding of a meditation-related increase in low-frequency NREM sleep EEG oscillatory activities peaking in the theta-alpha range (4-12 Hz) was not predicted. From a consolidated body of research on sleep homeostasis, we would expect a change peaking in slow wave activity (1-4 Hz) following an intense meditation session. Here we compared these changes in sleep with the post-meditation...

DOI: 10.1111/ejn.14131 (opens in new tab) Meditation Electroencephalography Wakefulness Audiology

Propofol-induced unresponsiveness is associated with impaired feedforward connectivity in cortical hierarchy.

British Journal of Anaesthesia August 21, 2018 Robert D. Sanders, M I Banks, M Darracq et al.

Background: Impaired consciousness has been associated with impaired cortical signal propagation after transcranial magnetic stimulation (TMS). We hypothesised that the reduced current propagation under propofol-induced unresponsiveness is associated with changes in both feedforward and feedback connectivity across the cortical hierarchy. Methods: Eight subjects underwent left occipital TMS...

DOI: 10.1016/j.bja.2018.07.006 (opens in new tab) Full text (opens in new tab) Cerebral cortex Frontal lobe Parietal lobe Humans +14

Differentiation Analysis of Continuous Electroencephalographic Activity Triggered by Video Clip Contents.

Journal of Cognitive Neuroscience August 2018 Armand Mensen, William Marshall, Shuntaro Sasai et al.

While viewing a video clip, we experience a wide variety of contents, from low-level features of the images to high-level ideas such as the storyline. Each change in our experience must be supported by some corresponding change in neurophysiological activity. Differentiation analysis, which quantifies the differences in brain activity by measuring the distances between observed brain states,...

Inferring Consciousness Out There

Oxford Scholarship Online July 19, 2018 Marcello Massimini, Giulio Tononi

This chapter describes a preliminary exploration in search of criteria for consciousness in the biological and physical world beyond the human skull, including dolphins, octopuses, parrots, bees, and computers. It argues that assessing the complexity of behavior and measuring the size of the brain may not provide a reliable estimate in animals. Likewise, it explains why some artificial systems,...

Sizing up Consciousness

Oxford Scholarship Online May 30, 2018 Marcello Massimini, Giulio Tononi

Sizing up Consciousness explores, at an introductory level, the potential practical, clinical, and ethical implications of a general principle about the nature of consciousness. Using information integration theory (IIT) as a guiding principle, the book takes the reader along a scientific trajectory to face fundamental questions about the relationships between matter and experience. What is so...

Network Properties in Transitions of Consciousness during Propofol-induced Sedation

Scientific Reports December 1, 2017 Minji Lee, Robert D. Sanders, Seul-Ki Yeom et al.

Reliable electroencephalography (EEG) signatures of transitions between consciousness and unconsciousness under anaesthesia have not yet been identified. Herein we examined network changes using graph theoretical analysis of high-density EEG during patient-titrated propofol-induced sedation. Responsiveness was used as a surrogate for consciousness. We divided the data into five states:...

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 remains a matter of debate. In this Perspective, we will critically review the clinical and neuroimaging evidence for the involvement of the front versus the back of the cortex in specifying conscious contents and discuss promising research avenues. Dual Perspectives Companion Paper: Should a Few Null Findings Falsify Prefrontal Theories of...

Change in functional networks for transitions between states of consciousness during midazolam-induced sedation.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference July 2017 Robert D. Sanders, Giulio Tononi

How brain dynamics change across conscious states, including reliable signatures of the transitions between unconsciousness and consciousness, remains unclear. In this work, we addressed the changes in functional brain networks during self-titrated midazolam sedation using high-density electroencephalography (EEG) in ten subjects. We were particularly interested in the underlying network...

The Phenomenal Contents and Neural Correlates of Spontaneous Thoughts across Wakefulness, NREM Sleep, and REM Sleep

Journal of Cognitive Neuroscience May 31, 2017 Lampros Perogamvros, Benjamin Baird, Mitja Seibold et al. 76 citations

Thoughts occur during wake as well as during dreaming sleep. Using experience sampling combined with high-density EEG, we investigated the phenomenal qualities and neural correlates of spontaneously occurring thoughts across wakefulness, non-rapid eye movement (NREM) sleep, and REM sleep. Across all states, thoughts were associated with activation of a region of the midcingulate cortex....

DOI: 10.1162/jocn_a_01155 (opens in new tab) Full text (opens in new tab) Wakefulness Neuroscience of sleep Prefrontal cortex Sleep system call +5

Special report : Can we copy the brain? - Can we quantify machine consciousness?

IEEE Spectrum May 29, 2017 Christof Koch, Giulio Tononi 8 citations

Imagine that at some time in the not-too-distant future, you've bought a smartphone that comes bundled with a personal digital assistant (PDA) living in the cloud. You assign a sexy female voice to the PDA and give it access to all of your emails, social media accounts, calendar, photo album, contacts, and other bits and flotsam of your digital life. She-for that's how you quickly think of...

The neural correlates of dreaming.

Nature Neuroscience April 10, 2017 Francesca Siclari, Benjamin Baird, Lampros Perogamvros et al.

Consciousness never fades during waking. However, when awakened from sleep, we sometimes recall dreams and sometimes recall no experiences. Traditionally, dreaming has been identified with rapid eye-movement (REM) sleep, characterized by wake-like, globally 'activated', high-frequency electroencephalographic activity. However, dreaming also occurs in non-REM (NREM) sleep, characterized by...

DOI: 10.1038/nn.4545 (opens in new tab) Full text (opens in new tab) Cerebral cortex Humans Electroencephalography Polysomnography +6

Integrated Information Theory of Consciousness

March 17, 2017 Giulio Tononi 57 citations

Integrated information theory (IIT) starts from the essential properties of experience (axioms) and translates them into requirements that any physical system must satisfy to be conscious (postulates; see Integrated Information Theory of Consciousness: An Outline, this volume). The postulates of IIT can be seen as a list of requirements for something to exist ‘for itself’, as an intrinsic...

Are we underestimating the richness of visual experience?

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

It has been argued that the bandwidth of perceptual experience is low-that the richness of experience is illusory and that the amount of visual information observers can perceive and remember is extremely limited. However, the evidence suggests that this postulated poverty of experiential content is illusory and that visual phenomenology is immensely rich. To properly estimate perceptual...

DOI: 10.1093/nc/niw023 (opens in new tab) Full text (opens in new tab) Perception Species richness Experiential learning Cognitive psychology +4

Functional split brain in a driving/listening paradigm.

Proceedings of the National Academy of Sciences December 13, 2016 Shuntaro Sasai, Melanie Boly, Armand Mensen et al.

We often engage in two concurrent but unrelated activities, such as driving on a quiet road while listening to the radio. When we do so, does our brain split into functionally distinct entities? To address this question, we imaged brain activity with fMRI in experienced drivers engaged in a driving simulator while listening either to global positioning system instructions (integrated task) or...

DOI: 10.1073/pnas.1613200113 (opens in new tab) Full text (opens in new tab) Consciousness Dual task FMRI Information integration +1

Stratification of unresponsive patients by an independently validated index of brain complexity

Annals of Neurology September 22, 2016 Silvia Casarotto, Angela Comanducci, Mario Rosanova et al. 504 citations

OBJECTIVE: Validating objective, brain-based indices of consciousness in behaviorally unresponsive patients represents a challenge due to the impossibility of obtaining independent evidence through subjective reports. Here we address this problem by first validating a promising metric of consciousness-the Perturbational Complexity Index (PCI)-in a benchmark population who could confirm the...

DOI: 10.1002/ana.24779 (opens in new tab) Index typography Stratification seeds World wide web

Consciousness and cortical responsiveness: a within-state study during non-rapid eye movement sleep

Scientific Reports August 5, 2016 Jaakko O. Nieminen, Olivia Gosseries, Marcello Massimini et al. 60 citations

When subjects become unconscious, there is a characteristic change in the way the cerebral cortex responds to perturbations, as can be assessed using transcranial magnetic stimulation and electroencephalography (TMS-EEG). For instance, compared to wakefulness, during non-rapid eye movement (NREM) sleep TMS elicits a larger positive-negative wave, fewer phase-locked oscillations, and an overall...

DOI: 10.1038/srep30932 (opens in new tab) Full text (opens in new tab) Wakefulness Transcranial magnetic stimulation Electroencephalography Eye movement +3

Integrated information theory: from consciousness to its physical substrate.

Nature Reviews Neuroscience July 2016 Giulio Tononi, Melanie Boly, Marcello Massimini et al.

In this Opinion article, we discuss how integrated information theory accounts for several aspects of the relationship between consciousness and the brain. Integrated information theory starts from the essential properties of phenomenal experience, from which it derives the requirements for the physical substrate of consciousness. It argues that the physical substrate of consciousness must be a...

Neural correlates of consciousness: progress and problems

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

There have been a number of advances in the search for the neural correlates of consciousness--the minimum neural mechanisms sufficient for any one specific conscious percept. In this Review, we describe recent findings showing that the anatomical neural correlates of consciousness are primarily localized to a posterior cortical hot zone that includes sensory areas, rather than to a...

DOI: 10.1038/nrn.2016.22 (opens in new tab) Neurophysiology Cognitive psychology Sensory system Level of consciousness +4

Short Meditation Trainings Enhance Non-REM Sleep Low-Frequency Oscillations

PLoS One February 22, 2016 Daniela Dentico, Fabio Ferrarelli, Brady A. Riedner et al. 43 citations

STUDY OBJECTIVES: We have recently shown higher parietal-occipital EEG gamma activity during sleep in long-term meditators compared to meditation-naive individuals. This gamma increase was specific for NREM sleep, was present throughout the entire night and correlated with meditation expertise, thus suggesting underlying long-lasting neuroplastic changes induced through prolonged training. The...

Can the macro beat the micro? Integrated information across spatiotemporal scales

Neuroscience of Consciousness 2016 Erik Hoel, Larissa Albantakis, William Marshall et al. 153 citations

Causal interactions within complex systems such as the brain can be analyzed at multiple spatiotemporal levels. It is widely assumed that the micro level is causally complete, thus excluding causation at the macro level. However, by measuring effective information—how much a system’s mechanisms constrain its past and future states—we recently showed that causal power can be stronger at macro...

Integrated Information and State Differentiation.

Frontiers in Psychology 2016 William Marshall, Jaime Gomez-Ramirez, Giulio Tononi

Integrated information (Φ) is a measure of the cause-effect power of a physical system. This paper investigates the relationship between Φ as defined in Integrated Information Theory and state differentiation ([Formula: see text]), the number of, and difference between potential system states. Here we provide theoretical justification of the relationship between Φ and [Formula: see text], then...

DOI: 10.3389/fpsyg.2016.00926 (opens in new tab) Full text (opens in new tab) Animats Cause-effect power Consciousness Integrated information theory +1

Consciousness: here, there and everywhere?

Philosophical Transactions of the Royal Society B: Biological Sciences May 19, 2015 Giulio Tononi, Christof Koch

The science of consciousness has made great strides by focusing on the behavioural and neuronal correlates of experience. However, while such correlates are important for progress to occur, they are not enough if we are to understand even basic facts, for example, why the cerebral cortex gives rise to consciousness but the cerebellum does not, though it has even more neurons and appears to be...

Stimulus Set Meaningfulness and Neurophysiological Differentiation: A Functional Magnetic Resonance Imaging Study

PLoS One May 13, 2015 Melanie Boly, Shuntaro Sasai, Olivia Gosseries et al. 69 citations

A meaningful set of stimuli, such as a sequence of frames from a movie, triggers a set of different experiences. By contrast, a meaningless set of stimuli, such as a sequence of 'TV noise' frames, triggers always the same experience--of seeing 'TV noise'--even though the stimuli themselves are as different from each other as the movie frames. We reasoned that the differentiation of cortical...

DOI: 10.1371/journal.pone.0125337 (opens in new tab) Stimulus psychology Neurophysiology Cognitive psychology Communication +2