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Measuring Integrated Information from the Decoding Perspective
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1002/9780470751466.ch23openalex-snapshot
The Information Integration Theory of Consciousness
inferredcites →https://doi.org/10.1002/9780470751466.ch50openalex-snapshot
Consciousness and Anesthesia
inferredcites →https://doi.org/10.1002/9783527609970openalex-snapshot
Handbook of Time Series Analysis
inferredcites →https://doi.org/10.1002/9783527609970.ch17openalex-snapshot
Granger Causality: Basic Theory and Application to Neuroscience
inferredcites →https://doi.org/10.1007/978-3-0348-8645-1_7openalex-snapshot
Elements of Information Theory
inferredcites →https://doi.org/10.1007/s10827-010-0262-3openalex-snapshot
Transfer entropy—a model-free measure of effective connectivity for the neurosciences
inferredcites →https://doi.org/10.1016/j.concog.2008.10.005openalex-snapshot
Propofol Induction Reduces the Capacity for Neural Information Integration: Implications for the Mechanism of Consciousness and General Anesthesia
inferredcites →https://doi.org/10.1038/nrn1888openalex-snapshot
Neural correlations, population coding and computation
inferredcites →https://doi.org/10.1038/nrn2578openalex-snapshot
Extracting information from neuronal populations: information theory and decoding approaches
inferredcites →https://doi.org/10.1073/pnas.0702495104openalex-snapshot
Triggering sleep slow waves by transcranial magnetic stimulation
inferredcites →https://doi.org/10.1073/pnas.0913008107openalex-snapshot
Breakdown in cortical effective connectivity during midazolam-induced loss of consciousness
inferredcites →https://doi.org/10.1073/pnas.1603583113openalex-snapshot
Unified framework for information integration based on information geometry
inferredcites →https://doi.org/10.1093/acprof:oso/9780195311105.003.0001openalex-snapshot
Facing Up to the Problem of Consciousness
inferredcites →https://doi.org/10.1093/brain/awr340openalex-snapshot
Recovery of cortical effective connectivity and recovery of consciousness in vegetative patients
inferredcites →https://doi.org/10.1097/aln.0b013e318249d0a7openalex-snapshot
Unresponsiveness ≠ Unconsciousness
inferredcites →https://doi.org/10.1097/wco.0b013e328347da94openalex-snapshot
Measuring the fading consciousness in the human brain
inferredcites →https://doi.org/10.1098/rsta.2011.0079openalex-snapshot
Causal density and integrated information as measures of conscious level
inferredcites →https://doi.org/10.1098/rstb.2014.0167openalex-snapshot
Consciousness: here, there and everywhere?
inferredcites →https://doi.org/10.1098/rstb.2014.0198openalex-snapshot
A comment on Tononi & Koch (2015) ‘Consciousness: here, there and everywhere?’
inferredcites →https://doi.org/10.1103/physrev.106.620openalex-snapshot
Information Theory and Statistical Mechanics
inferredcites →https://doi.org/10.1109/18.340469openalex-snapshot
On information rates for mismatched decoders
inferredcites →https://doi.org/10.1109/isit.1993.748580openalex-snapshot
On Information Rates for Mismatched Decoders
inferredcites →https://doi.org/10.1126/science.1117256openalex-snapshot
Breakdown of Cortical Effective Connectivity During Sleep
inferredcites →https://doi.org/10.1126/scitranslmed.3006294openalex-snapshot
A Theoretically Based Index of Consciousness Independent of Sensory Processing and Behavior
inferredcites →https://doi.org/10.1186/1471-2202-5-42openalex-snapshot
An information integration theory of consciousness
inferredcites →https://doi.org/10.1371/journal.pcbi.1000091openalex-snapshot
Integrated Information in Discrete Dynamical Systems: Motivation and Theoretical Framework
inferredcites →https://doi.org/10.1371/journal.pcbi.1000462openalex-snapshot
Qualia: The Geometry of Integrated Information
inferredcites →https://doi.org/10.1371/journal.pcbi.1001052openalex-snapshot
Practical Measures of Integrated Information for Time-Series Data
inferredcites →https://doi.org/10.1371/journal.pcbi.1002236openalex-snapshot
Integrated Information Increases with Fitness in the Evolution of Animats
inferredcites →https://doi.org/10.1371/journal.pcbi.1003588openalex-snapshot
From the Phenomenology to the Mechanisms of Consciousness: Integrated Information Theory 3.0
inferredcites →https://doi.org/10.1371/journal.pone.0080845openalex-snapshot
Large-Scale Information Flow in Conscious and Unconscious States: an ECoG Study in Monkeys
inferredcites →https://doi.org/10.1371/journal.pone.0125337openalex-snapshot
Stimulus Set Meaningfulness and Neurophysiological Differentiation: A Functional Magnetic Resonance Imaging Study
inferredcites →https://doi.org/10.1523/jneurosci.4360-09.2010openalex-snapshot
Mismatched Decoding in the Brain
inferredcites →https://doi.org/10.1523/jneurosci.5319-04.2005openalex-snapshot
Synergy, Redundancy, and Independence in Population Codes, Revisited
inferredcites →https://doi.org/10.2307/25470707openalex-snapshot
Consciousness as Integrated Information: a Provisional Manifesto
inferredcites →https://doi.org/10.3389/fncom.2011.00009openalex-snapshot
Information Loss Associated with Imperfect Observation and Mismatched Decoding
inferredcites →https://doi.org/10.3389/fnhum.2012.00317openalex-snapshot
Multivariate autoregressive models with exogenous inputs for intracerebral responses to direct electrical stimulation of the human brain
inferredcites →https://doi.org/10.3390/e17042432openalex-snapshot
Information Geometry on Complexity and Stochastic Interaction
inferredcites →https://doi.org/10.4324/9780203826430-11openalex-snapshot
Facing Up to the Problem of Consciousness
inferredcites →https://doi.org/10.4449/aib.v149i5.1388openalex-snapshot
Integrated information theory of consciousness: an updated account.
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Stress Without a Stressor: Integrated Information Theory Explains the Information Dynamics of Stress
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Geometry of Information Integration
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A systematic review of integrated information theory: a perspective from artificial intelligence and the cognitive sciences
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A general spectral decomposition of causal influences applied to integrated information
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Critical integration in neural and cognitive systems: Beyond power-law scaling as the hallmark of soft assembly
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A measure centrality index for systematic empirical comparison of consciousness theories
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Integrated information in the thermodynamic limit
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Efficient search for informational cores in complex systems: Application to brain networks
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Effects of parity, frustration, and stochastic fluctuations on integrated conceptual information for networks with two small-sized loops
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Using category theory to assess the relationship between consciousness and integrated information theory
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Complex of global functional network as the core of consciousness
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Intracranial Markers of Conscious Face Perception in Humans
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A practical measure of integrated information reveals alpha-band activity and the posterior cortex as neural correlates of arousal
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Conscious Processing and the Global Neuronal Workspace Hypothesis
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Repertoire of mesoscopic cortical activity is not reduced during anesthesia
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No-Report Paradigms: Extracting the True Neural Correlates of Consciousness
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No-Report and Report-Based Paradigms Jointly Unravel the NCC: Response to Overgaard and Fazekas
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The strength of weak integrated information theory
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Predictive Modeling of Influenza Shows the Promise of Applied Evolutionary Biology
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Unravelling consciousness and brain function through the lens of time, space, and information
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OptDesign: Identifying Optimum Design Strategies in Strain Engineering for Biochemical Production
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Integrated information theory: from consciousness to its physical substrate
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Neuronal connected burst cascades bridge macroscale adaptive signatures across arousal states
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Information flow in the rat thalamo-cortical system: spontaneous vs. stimulus-evoked activities
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The ambiguous feeling between “mine” and “not-mine” measured by integrated information theory during rubber hand illusion
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Consciousness transitions during epilepsy seizures through the lens of integrated information theory
inferred← citeshttps://doi.org/10.1038/s41598-024-79232-2openalex-snapshot
Information structure of heterogeneous criticality in a fish school
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An implementation of integrated information theory in resting-state fMRI
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Unifying pairwise interactions in complex dynamics
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Unified framework for information integration based on information geometry
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Functional split brain in a driving/listening paradigm
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A thalamocortical substrate for integrated information via critical synchronous bursting
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Dissecting the integrated information of cardiovascular and cardiorespiratory systems at rest and during physiological stress
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Mutual information in coupled double quantum dots
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The Dream Catcher experiment: blinded analyses failed to detect markers of dreaming consciousness in EEG spectral power
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Exploring effects of anesthesia on complexity, differentiation, and integrated information in rat EEG
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Can the macro beat the micro? Integrated information across spatiotemporal scales
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Personalization of hybrid brain models from neuroimaging and electrophysiology data
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Noise-induced maximization of integrated information in FitzHugh-Nagumo networks
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General anesthesia reduces complexity and temporal asymmetry of the informational structures derived from neural recordings inDrosophila
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Unified framework for the entropy production and the stochastic interaction based on information geometry
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Spike Timing Dependent Plasticity Enhances Integrated Information at the EEG Level: A Large-scale Brain Simulation Experiment
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Agency and Integrated Information in a Minimal Sensorimotor Model
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Spatiotopic and saccade-specific transsaccadic memory for object detail
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Improved Measures of Integrated Information
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Differential polarization of cortical pyramidal neuron dendrites through weak extracellular fields
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Information integration in large brain networks
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Biophysically grounded mean-field models of neural populations under electrical stimulation
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Integrated information structure collapses with anesthetic loss of conscious arousal in Drosophila melanogaster
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Fast and exact search for the partition with minimal information loss
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Integrated information as a metric for group interaction
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OrganoidTracker: Efficient cell tracking using machine learning and manual error correction
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A Novel Subject-Object Model of Consciousness
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Conscious Perception as Integrated Information Patterns in Human Electrocorticography
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Complexity as causal information integration
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Tracking brain dynamics across transitions of consciousness
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Integrated information theory and its application for analysis of brain neuron activity
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New Classification of Collective Animal Behaviour as an Autonomous System
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New Classification of Collective Animal Behaviour as an Autonomous System
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Effects of parity, frustration, and stochastic fluctuations on integrated information of consciousness for networks with two small-sized loops
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Information flow of spontaneous and auditory-evoked neural activity in the rat thalamo-cortical system
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A CONCISE STUDY TOWARDS ENGINEERING CONSCIOUSNESS.
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The Conscious Nematode: Exploring Hallmarks of Minimal Phenomenal Consciousness in Caenorhabditis Elegans
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A concise study towards engineering consciousness
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The Qualia Structure Paradigm: towards a construction of a Qualia Periodic Table for the dissolution of the Hard Problem of Consciousness
inferred← citeshttps://doi.org/10.31234/osf.io/8ym5fopenalex-snapshot
The Ising model as a discovery tool in cognitive sciences
inferred← citeshttps://doi.org/10.31234/osf.io/untrmopenalex-snapshot
Effect of anesthesia in rats on measures of complexity, differentiation, and integrated information
inferred← citeshttps://doi.org/10.3233/jin-170064openalex-snapshot
Understanding the emergence of microbial consciousness: From a perspective of the Subject–Object Model (SOM)
inferred← citeshttps://doi.org/10.3389/fnhum.2018.00042openalex-snapshot
Estimating the Integrated Information Measure Phi from High-Density Electroencephalography during States of Consciousness in Humans
inferred← citeshttps://doi.org/10.3389/fpsyg.2016.00926openalex-snapshot
Integrated Information and State Differentiation
inferred← citeshttps://doi.org/10.3389/fpsyg.2025.1470722openalex-snapshot
On the measurability of consciousness
inferred← citeshttps://doi.org/10.3390/biology12070967openalex-snapshot
Information-Theoretic Approaches in EEG Correlates of Auditory Perceptual Awareness under Informational Masking
inferred← citeshttps://doi.org/10.3390/e19070310openalex-snapshot
Comparing Information-Theoretic Measures of Complexity in Boltzmann Machines
inferred← citeshttps://doi.org/10.3390/e20030173openalex-snapshot
Efficient Algorithms for Searching the Minimum Information Partition in Integrated Information Theory
inferred← citeshttps://doi.org/10.3390/e20110879openalex-snapshot
Assessing the Relevance of Specific Response Features in the Neural Code
inferred← citeshttps://doi.org/10.3390/e21010017openalex-snapshot
Measuring Integrated Information: Comparison of Candidate Measures in Theory and Simulation
inferred← citeshttps://doi.org/10.3390/e21040382openalex-snapshot
Integrated Information as a Measure of Cognitive Processes in Coupled Genetic Repressilators
inferred← citeshttps://doi.org/10.3390/e21040405openalex-snapshot
Exclusion and Underdetermined Qualia
inferred← citeshttps://doi.org/10.3390/e21050500openalex-snapshot
Dynamic Computation in Visual Thalamocortical Networks
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Evaluating Approximations and Heuristic Measures of Integrated Information
inferred← citeshttps://doi.org/10.3390/e21080805openalex-snapshot
Integrated Information in Process-Algebraic Compositions
inferred← citeshttps://doi.org/10.3390/e21100989openalex-snapshot
Causal Composition: Structural Differences among Dynamically Equivalent Systems
inferred← citeshttps://doi.org/10.3390/e21121198openalex-snapshot
Scaling Behaviour and Critical Phase Transitions in Integrated Information Theory
inferred← citeshttps://doi.org/10.3390/e21121234openalex-snapshot
Mathematics and the Brain: A Category Theoretical Approach to Go Beyond the Neural Correlates of Consciousness
inferred← citeshttps://doi.org/10.3390/e22070726openalex-snapshot
Four-Types of IIT-Induced Group Integrity of Plecoglossus altivelis
inferred← citeshttps://doi.org/10.3390/e22101107openalex-snapshot
Complexity as Causal Information Integration
inferred← citeshttps://doi.org/10.3390/e22121334openalex-snapshot
Integrated Information in the Spiking–Bursting Stochastic Model
inferred← citeshttps://doi.org/10.3390/e23010006openalex-snapshot
Computing Integrated Information (Φ) in Discrete Dynamical Systems with Multi-Valued Elements
inferred← citeshttps://doi.org/10.3390/e24050625openalex-snapshot
Emergence of Integrated Information at Macro Timescales in Real Neural Recordings
inferred← citeshttps://doi.org/10.3390/e28040380openalex-snapshot
When Wholes Resist Decomposition: A Spectral Measure of Epistemic Emergence
inferred← citeshttps://doi.org/10.3758/s13414-020-02146-4openalex-snapshot
Growing evidence for separate neural mechanisms for attention and consciousness
inferred← citeshttps://doi.org/10.3902/jnns.32.204openalex-snapshot
Quantifying Information Integration Based on Information Geometry
inferred← citeshttps://doi.org/10.48550/arxiv.1605.01096openalex-snapshot
Moving Past the Minimum Information Partition: How To Quickly and Accurately Calculate Integrated Information
inferred← citeshttps://doi.org/10.48550/arxiv.1608.05501openalex-snapshot
Disambiguating the role of noise correlations when decoding neural populations together
inferred← citeshttps://doi.org/10.48550/arxiv.1611.05080openalex-snapshot
Neural stochastic codes, encoding and decoding
inferred← citeshttps://doi.org/10.70675/23e281a7zdc6cz4e1az85e2z9a85f114ce71openalex-snapshot
Dynamique de la construction de la perception auditive consciente : aspects électrophysiologiques et corrélats informationnels neuronaux
inferred← citeshttps://doi.org/10.70675/6f43ab45z2db3z4eb1zb769z20d7a91160dbopenalex-snapshot
Une épistémologie des sciences de la conscience. Are you experienced ? An epistemology of consciousness science
Editorial review for independent work. ICSAC — the Institute for Complexity
Science and Advanced Computing — runs a structured editorial panel for researchers
publishing outside journals, and publishes on CiteStamp rails. Submission is free
and goes through ORCID: icsacinstitute.org/submit.