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Giulio Tononi

University of Wisconsin–Madison, University of Wisconsin System

86 papers in the library · 15,072 citations · publishing 1995-2026

Papers

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Upper bounds for integrated information

arXiv Preprint Archive May 16, 2023 Alireza Zaeemzadeh, Giulio Tononi

Originally developed as a theory of consciousness, integrated information theory provides a mathematical framework to quantify the causal irreducibility of systems and subsets of units in the system. Specifically, mechanism integrated information quantifies how much of the causal powers of a subset of units in a state, also referred to as a mechanism, cannot be accounted for by its parts. If...

Sleep/wake changes in perturbational complexity in rats and mice.

iScience March 17, 2023 Matias Lorenzo Cavelli, Rong Mao, Graham Findlay et al.

In humans, the level of consciousness is assessed by quantifying the spatiotemporal complexity of cortical responses using Perturbational Complexity Index (PCI) and related PCIst (st, state transitions). Here we validate PCIst in freely moving rats and mice by showing that it is lower in NREM sleep and slow wave anesthesia than in wake or REM sleep, as in humans. We then show that (1) low PCIst...

System Integrated Information

Entropy February 11, 2023 William Marshall, Matteo Grasso, William G. P. Mayner et al. 19 citations

Integrated information theory (IIT) starts from consciousness itself and identifies a set of properties (axioms) that are true of every conceivable experience. The axioms are translated into a set of postulates about the substrate of consciousness (called a complex), which are then used to formulate a mathematical framework for assessing both the quality and quantity of experience. The...

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

The relationship between conscious experience and brain activity has intrigued scientists and philosophers for centuries. In the last decades, several theories have suggested different accounts for these relationships. These theories have developed in parallel, with little to no cross-talk among them. To advance research on consciousness, we established an adversarial collaboration between...

Only what exists can cause: An intrinsic powers view of free will

arXiv Preprint Archive June 4, 2022 Giulio Tononi, Larissa Albantakis, Melanie Boly et al. preprint

This essay addresses the implications of integrated information theory (IIT) for free will. IIT is a theory of what consciousness is and of how its presence and quality can be accounted for in physical terms. According to IIT, the presence of consciousness is accounted for by a maximum of cause-effect power in the brain. Moreover, the way an experience feels is accounted for by how that...

Only what exists can cause: An intrinsic view of free will

arXiv Preprint Archive June 4, 2022 Giulio Tononi, Larissa Albantakis, Melanie Boly et al.

This essay addresses the implications of integrated information theory (IIT) for free will. IIT is a theory of what consciousness is and what it takes to have it. According to IIT, the presence of consciousness is accounted for by a maximum of cause-effect power in the brain. Moreover, the way specific experiences feel is accounted for by how that cause-effect power is structured. If IIT is...

Lucid dreaming occurs in activated rapid eye movement sleep, not a mixture of sleep and wakefulness.

Sleep April 11, 2022 Benjamin Baird, Giulio Tononi, Stephen LaBerge 41 citations

(1) To critically test whether a previously reported increase in frontolateral 40 Hz power in lucid REM sleep, used to justify the claim that lucid dreaming is a "hybrid state" mixing sleep and wakefulness, is attributable to the saccadic spike potential (SP) artifact as a corollary of heightened REM density. (2) To replicate the finding that lucid dreams are associated with physiological...

IIT, half masked and half disfigured.

The Behavioral and brain sciences March 23, 2022 Giulio Tononi, Melanie Boly, Matteo Grasso et al.

The target article misrepresents the foundations of integrated information theory (IIT) and ignores many essential publications. It, thus, falls to this lead commentary to outline the axioms and postulates of IIT and correct major misconceptions. The commentary also explains why IIT starts from phenomenology and why it predicts that only select physical substrates can support consciousness....

Quantifying arousal and awareness in altered states of consciousness using interpretable deep learning

Nature Communications February 25, 2022 Minji Lee, Leandro R. D. Sanz, Alice Barra et al. 120 citations

Consciousness can be defined by two components: arousal (wakefulness) and awareness (subjective experience). However, neurophysiological consciousness metrics able to disentangle between these components have not been reported. Here, we propose an explainable consciousness indicator (ECI) using deep learning to disentangle the components of consciousness. We employ electroencephalographic (EEG)...

Episodic thought distinguishes spontaneous cognition in waking from REM and NREM sleep.

Consciousness and Cognition 2022 Benjamin Baird, Mariel Kalkach Aparicio, Tariq Alauddin et al. 17 citations

Evidence suggests continuity between cognition in waking and sleeping states. However, one type of cognition that may differ is episodic thoughts of the past and future. The current study investigated this across waking, NREM sleep and REM sleep. We analyzed thought reports obtained from a large sample of individuals (N = 138) who underwent experience-sampling during wakefulness as well as...

Two-Way Communication in Lucid REM Sleep Dreaming.

Trends in Cognitive Sciences June 1, 2021 Benjamin Baird, Stephen LaBerge, Giulio Tononi 13 citations

Dreamers were long thought absolutely isolated from the outside world. Yet psychophysiological studies over the past 40 years have firmly established that lucid dreamers can use eye movements to report on their dream content in real time while in rapid eye movement (REM) sleep. We now also know that sensory input is not completely suppresssed during sleep. A recent study by Konkoly et al....

Mechanism Integrated Information

Entropy March 18, 2021 Leonardo S. Barbosa, William Marshall, Larissa Albantakis et al. 74 citations

The Integrated Information Theory (IIT) of consciousness starts from essential phenomenological properties, which are then translated into postulates that any physical system must satisfy in order to specify the physical substrate of consciousness. We recently introduced an information measure (Barbosa et al., 2020) that captures three postulates of IIT-existence, intrinsicality and...

Consciousness and the fallacy of misplaced objectivity.

Neuroscience of Consciousness 2021 Francesco Ellia, Jeremiah Hendren, Matteo Grasso et al. 61 citations

Objective correlates-behavioral, functional, and neural-provide essential tools for the scientific study of consciousness. But reliance on these correlates should not lead to the 'fallacy of misplaced objectivity': the assumption that only objective properties should and can be accounted for objectively through science. Instead, what needs to be explained scientifically is what experience is...

Of maps and grids.

Neuroscience of Consciousness 2021 Matteo Grasso, Andrew M. Haun, Giulio Tononi 20 citations

Neuroscience has made remarkable advances in accounting for how the brain performs its various functions. Consciousness, too, is usually approached in functional terms: the goal is to understand how the brain represents information, accesses that information, and acts on it. While useful for prediction, this functional, information-processing approach leaves out the subjective structure of...

EEG microstates of dreams

Scientific Reports October 13, 2020 Lucie Bréchet, Denis Brunet, Lampros Perogamvros et al. 92 citations

Why do people sometimes report that they remember dreams, while at other times they recall no experience? Despite the interest in dreams that may happen during the night, it has remained unclear which brain states determine whether these conscious experiences will occur and what prevents us from waking up during these episodes. Here we address this issue by comparing the EEG activity preceding...

Self-regulated critical brain dynamics originate from high frequency-band activity in the MEG.

PLoS One 2020 Stefan Dürschmid, Christoph Reichert, Nike Walter et al.

Brain function requires the flexible coordination of billions of neurons across multiple scales. This could be achieved by scale-free, critical dynamics balanced at the edge of order and disorder. Criticality has been demonstrated in several, often reduced neurophysiological model systems. In the intact human brain criticality has yet been only verified for the resting state. A more direct link...

Why Does Space Feel the Way it Does? Towards a Principled Account of Spatial Experience

Entropy November 27, 2019 Andrew M. Haun, Giulio Tononi 158 citations

There must be a reason why an experience feels the way it does. A good place to begin addressing this question is spatial experience, because it may be more penetrable by introspection than other qualities of consciousness such as color or pain. Moreover, much of experience is spatial, from that of our body to the visual world, which appears as if painted on an extended canvas in front of our...

Graph Theoretical Analysis of Cortical Networks based on Conscious Experience.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference July 1, 2019 Minji Lee, Benjamin Baird, Olivia Gosseries et al. 4 citations

The aim of the study was to investigate differences in cortical networks based on the state of consciousness. Five subjects performed a serial-awakening paradigm with electroencephalography (EEG) recordings. We considered four states of consciousness: (1) non-rapid eye movement (NREM) sleep with no conscious experience, (2) NREM sleep with conscious experience, (3) rapid eye movement (REM)...

Connectivity differences between consciousness and unconsciousness in non-rapid eye movement sleep: a TMS–EEG study

Scientific Reports March 26, 2019 Minji Lee, Benjamin Baird, Olivia Gosseries et al. 98 citations

The neuronal connectivity patterns that differentiate consciousness from unconsciousness remain unclear. Previous studies have demonstrated that effective connectivity, as assessed by transcranial magnetic stimulation combined with electroencephalography (TMS-EEG), breaks down during the loss of consciousness. This study investigated changes in EEG connectivity associated with consciousness...

Increased lucid dream frequency in long-term meditators but not following MBSR training.

Psychology of consciousness (Washington, D.C.) March 1, 2019 Benjamin Baird, Brady A. Riedner, Melanie Boly et al. 41 citations

Strong conceptual and theoretical connections have been made between meditation practice, mindfulness and lucid dreaming. However, only a handful of empirical studies have evaluated the relationship between lucid dreaming and meditation, and conclusions remain tempered by methodological limitations. Here we evaluate the relationship between meditation, mindfulness and lucid dream frequency...

Frequent lucid dreaming associated with increased functional connectivity between frontopolar cortex and temporoparietal association areas

Scientific Reports December 6, 2018 Benjamin Baird, Anna Castelnovo, Olivia Gosseries et al. 74 citations

Humans typically lack awareness that they are dreaming while dreaming. However, at times a remarkable exception occurs and reflective consciousness can be regained while dreaming, referred to as lucid dreaming. While most individuals experience lucid dreams rarely there is substantial variance in lucid dream frequency. The neurobiological basis of lucid dreaming is unknown, but evidence points...

Evoked Alpha Power is Reduced in Disconnected Consciousness During Sleep and Anesthesia

Scientific Reports November 5, 2018 Matthieu Darracq, Chadd M. Funk, Daniel Polyakov et al. 49 citations

Sleep and anesthesia entail alterations in conscious experience. Conscious experience may be absent (unconsciousness) or take the form of dreaming, a state in which sensory stimuli are not incorporated into conscious experience (disconnected consciousness). Recent work has identified features of cortical activity that distinguish conscious from unconscious states; however, less is known about...

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...

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...

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...