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Masafumi Oizumi

26 papers in the library · 83 citations · publishing 2014-2026

Papers

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Unsupervised alignment reveals shared but locally refined colour qualia structure from toddlerhood to adulthood

bioRxiv (Cold Spring Harbor Laboratory) September 21, 2026 Ryoichi Watanabe, Jue Wang, Masafumi Oizumi et al. preprint

Whether subjective colour experience (e.g., experience of 'red') is shared across children and adults remains a foundational question in developmental psychology and consciousness research. To test this, we compared the relational structures of their colour experiences and identified the mapping that best preserved these structures. Using pairwise similarity judgements for 13 basic colours, we...

Robust individual alignment of color qualia structures: toward a structure-based taxonomy of divergent color experiences

bioRxiv February 15, 2026 Yu Togashi, Yuko Yotsumoto, Chihiro Hiramatsu et al. preprint

Whether qualitative aspects of consciousness, or qualia in short, are equivalent across individuals is a foundational scientific question. Testing this is challenging because one cannot assume a shared mapping between stimuli and private experience (my “red” may be your “green”) [1–3]. Previously, we proposed a structural characterization of qualia [4, 5] and the quantitative assessment of...

Constructive approach to bidirectional influence between qualia structure and language emergence

Philosophy and the Mind Sciences December 23, 2025 Tadahiro Taniguchi, Masafumi Oizumi, Noburo Saji et al. 1 citation

This perspective paper explores the bidirectional influence between language emergence and the relational structure of subjective experiences, termed qualia structure, and lays out a constructive approach to the intricate dependency between the two. We hypothesize that the emergence of languages with distributional semantics (e.g., syntactic-semantic structures) is linked to the coordination of...

DOI: 10.33735/phimisci.2025.11765 (opens in new tab) Qualia Constructive Reciprocal Consciousness +11

Qualia structures collapse for geometric shapes, but not faces, when spatial attention is withdrawn

PsyArXiv November 17, 2025 Elise G Rowe, Ken Takeda, Masafumi Oizumi et al. preprint

The effects of top-down attention on perception have been intensively studied using binary categorization tasks (e.g., seen vs. unseen). However, such tasks poorly characterise the quality of experience, or qualia, for short. To characterise attentional effects on qualia, we combined a dual-task attention paradigm with similarity rating tasks to examine whether relational structures of qualia...

Principal bundle geometry of qualia: Understanding the quality of consciousness from symmetry

PsyArXiv November 14, 2025 Masafumi Oizumi, Chanseok Lim, Ryota Kanai preprint

Qualia, the subjective qualities of experience, pose a fundamental challenge to scientific explanation. A promising recent approach is to characterize qualia by their relational structures rather than their intrinsic nature. Assuming the structure of qualia is characterized by the geometry of neural representations, we posit that this geometry is fundamentally organized by symmetry. We propose...

Association of Bidirectional Network Cores in the Brain with Perceptual Awareness and Cognition.

Journal of Neuroscience April 23, 2025 Tomoya Taguchi, Jun Kitazono, Shuntaro Sasai et al.

The brain comprises a complex network of interacting regions. To understand the roles and mechanisms of this intricate network, it is crucial to elucidate its structural features related to cognitive functions. Recent empirical evidence suggests that both feedforward and feedback signals are necessary for conscious perception, emphasizing the importance of subnetworks with bidirectional...

DOI: 10.1523/jneurosci.0802-24.2025 (opens in new tab) Full text (opens in new tab) Bidirectional Consciousness Functional connectivity Human connectome project +2

Is my "red" your "red"?: Evaluating structural correspondences between color similarity judgments using unsupervised alignment.

iScience March 21, 2025 Genji Kawakita, Ariel Zeleznikow-Johnston, Ken Takeda et al.

Whether one person's subjective experience of the "redness" of red is equivalent to another's is a fundamental question in consciousness studies. Intersubjective comparison of the relational structures of sensory experiences, termed "qualia structures", can constrain the question. We propose an unsupervised alignment method, based on optimal transport, to find the optimal mapping between the...

Qualia structures collapse for geometric shapes, but not faces, when spatial attention is withdrawn.

Neuroscience of Consciousness 2025 Elise G Rowe, Ken Takeda, Masafumi Oizumi et al.

Top-down attentional amplification is often assumed to affect 'what' we see, that is, the contents of conscious experience. Previously, this claim has been examined by studies that manipulated attention and characterized conscious perception in binary categorical labels (e.g. seen versus unseen). However, these categorical judgments are not powerful enough to characterize the quality of...

DOI: 10.1093/nc/niaf053 (opens in new tab) Full text (opens in new tab) Consciousness Dual-task Qualia structure Similarity judgement +1

Single-cell resolution functional networks during unconsciousness are segregated into spatially intermixed modules

bioRxiv (Cold Spring Harbor Laboratory) September 15, 2023 Daiki Kiyooka, Ikumi Oomoto, Jun Kitazono et al. 4 citations preprint

Abstract The common neural mechanisms underlying the reduction of consciousness during sleep and anesthesia remain unclear. Previous studies have examined changes in network structure only using recordings with limited spatial resolution, which has hindered the investigation of the critical spatial scales from the micro (single neurons) to the meso (groups of neurons) for the reduction of...

Qualia Structure Proposal (English version)

July 15, 2023 Naotsugu Tsuchiya, Hayato Saigo, Steven Phillips et al. preprint

Summary: Establishing Qualia Structure Paradigm.?Do subjective conscious experience and objective brain matters belong to completely different worlds? How are qualia, the contents of consciousness, related to the brain? The question of consciousness and the brain is not only of scientific interest, but it is also directly related to the problems associated with difficulties in understanding...

Qualia Structure Proposal (Japanese version)

July 15, 2023 Naotsugu Tsuchiya, Hayato Saigo, Steven Phillips et al. preprint

主観意識と客観的な物質としての脳は、全く異なる世界に属すのだろうか? 意識の中身であるクオリアと脳はいかに関係しているのか? 意識と脳の問題は、科学的な興味に留まらず、現実社会における人の気持ちの理解の困難に伴う問題にも直接関わる。意識のクオリアは、客観的な言語で定義することすら難しいため、従来の意識研究では、知覚刺激を固定し、経験を「見えた・見えない」という二値的な判断に還元し、その神経相関の探求を試みた。近年、我々は視覚クオリア間の類似度を大規模に計測することでクオリアの構造を特徴づけ、その神経相関とその情報構造を明らかにする新パラダイムを確立した。本領域は、現象学・発達・構成論を加え、知覚と感情クオリアに集中することで、クオリア構造学を創成する。本領域の成果は、他者意識の理解や、動物や人工物の意識理解など、一般社会へも広く還元されうる答えを生み出す新融合領域の創成である。

Is my "red" your "red"?: Unsupervised alignment of qualia structures via optimal transport

PsyArXiv January 7, 2023 Genji Kawakita, Ariel Zeleznikow-Johnston, Ken Takeda et al. preprint

To what extent are sensory experiences equivalent between individuals? One promising approach to this fundamental question about consciousness is to intersubjectively compare the similarity relationships of sensory experiences, named "qualia structures". Conventional methods for comparing the similarity relationships largely sidestep the issue by assuming experiences evoked by the same stimuli...

Bidirectionally connected cores in a mouse connectome: Towards extracting the brain subnetworks essential for consciousness

bioRxiv Preprint Server July 12, 2021 Jun Kitazono, Yuma Aoki, Masafumi Oizumi preprint

Where in the brain consciousness resides remains unclear. It has been suggested that the subnetworks supporting consciousness should be bidirectionally (recurrently) connected because both feed-forward and feedback processing are necessary for conscious experience. Accordingly, evaluating which subnetworks are bidirectionally connected and the strength of these connections would likely aid the...

Efficient Algorithms for Searching the Minimum Information Partition in Integrated Information Theory.

Entropy (Basel, Switzerland) March 6, 2018 Jun Kitazono, Ryota Kanai, Masafumi Oizumi

The ability to integrate information in the brain is considered to be an essential property for cognition and consciousness. Integrated Information Theory (IIT) hypothesizes that the amount of integrated information ( Φ ) in the brain is related to the level of consciousness. IIT proposes that, to quantify information integration in a system as a whole, integrated information should be measured...

DOI: 10.3390/e20030173 (opens in new tab) Full text (opens in new tab) Queyranne’s algorithm Consciousness Integrated information theory Minimum information partition +1

Efficient Algorithms for Searching the Minimum Information Partition in Integrated Information Theory

arXiv Preprint Archive December 19, 2017 Jun Kitazono, Ryota Kanai, Masafumi Oizumi preprint

The ability to integrate information in the brain is considered to be an essential property for cognition and consciousness. Integrated Information Theory (IIT) hypothesizes that the amount of integrated information ($Φ$) in the brain is related to the level of consciousness. IIT proposes that to quantify information integration in a system as a whole, integrated information should be measured...

Full text (opens in new tab) Q-bio.nc Cs.it Stat.ml

Conscious Perception as Integrated Information Patterns in Human Electrocorticography.

eNeuro 2017 Andrew M. Haun, Masafumi Oizumi, Christopher K Kovach et al.

A significant problem in neuroscience concerns the distinction between neural processing that is correlated with conscious percepts from processing that is not. Here, we tested if a hierarchical structure of causal interactions between neuronal populations correlates with conscious perception. We derived the hierarchical causal structure as a pattern of integrated information, inspired by the...

DOI: 10.1523/eneuro.0085-17.2017 (opens in new tab) Full text (opens in new tab) Consciousness Electrocorticography Face perception Integrated information theory

Measuring Integrated Information from the Decoding Perspective.

PLoS Computational Biology June 10, 2016 Masafumi Oizumi, Shun-ichi Amari, Toru Yanagawa et al.

Accumulating evidence indicates that the capacity to integrate information in the brain is a prerequisite for consciousness. Integrated Information Theory (IIT) of consciousness provides a mathematical approach to quantifying the information integrated in a system, called integrated information, Φ. Integrated information is defined theoretically as the amount of information a system generates...

Contents of Consciousness Investigated as Integrated Information in Direct Human Brain Recordings

bioRxiv (Cold Spring Harbor Laboratory) February 15, 2016 Andrew M. Haun, Masafumi Oizumi, Christopher K Kovach et al. 9 citations preprint

Abstract Integrated information theory postulates that the particular way stimuli appear when we consciously experience them arises from integrated information relationships across neural populations. We investigated if such equivalence holds by testing if similar/different percepts map onto similar/different information structures. We computed integrated information structure from intracranial...

A unified framework for information integration based on information geometry

arXiv Preprint Archive October 15, 2015 Masafumi Oizumi, Naotsugu Tsuchiya, Shun-ichi Amari preprint

We propose a unified theoretical framework for quantifying spatio-temporal interactions in a stochastic dynamical system based on information geometry. In the proposed framework, the degree of interactions is quantified by the divergence between the actual probability distribution of the system and a constrained probability distribution where the interactions of interest are disconnected. This...

Unified framework for information integration based on information geometry

Proceedings of the National Academy of Sciences October 15, 2015 Masafumi Oizumi, Naotsugu Tsuchiya, S. Amari

Significance Measuring the degree of causal influences among multiple elements of a system is a fundamental problem in physics and biology. We propose a unified framework for quantifying any combination of causal relationships between elements in a hierarchical manner based on information geometry. Our measure of integration, called geometrical integrated information, quantifies the strength of...

Measuring integrated information from the decoding perspective

arXiv Preprint Archive May 17, 2015 Masafumi Oizumi, Shun-ichi Amari, Toru Yanagawa et al. preprint

Accumulating evidence indicates that the capacity to integrate information in the brain is a prerequisite for consciousness. Integrated Information Theory (IIT) of consciousness provides a mathematical approach to quantifying the information integrated in a system, called integrated information, $Φ$. Integrated information is defined theoretically as the amount of information a system generates...

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

From the Phenomenology to the Mechanisms of Consciousness: Integrated Information Theory 3.0

PLoS Comput. Biol. May 1, 2014 Masafumi Oizumi, Larissa Albantakis, Giulio Tononi

This paper presents Integrated Information Theory (IIT) of consciousness 3.0, which incorporates several advances over previous formulations. IIT starts from phenomenological axioms: information says that each experience is specific – it is what it is by how it differs from alternative experiences; integration says that it is unified – irreducible to non-interdependent components; exclusion...

Is My 'Red' Your 'Red'?: Evaluating Structural Correspondences Between Qualia Using Unsupervised Alignment

Genji Kawakita, Ariel Zeleznikow-Johnston, Ken Takeda et al. preprint

Whether one person’s experience of “red” is equivalent to another’s has long been considered unanswerable. One promising approach to this fundamental question about consciousness is the intersubjective comparison of the similarity relations of sensory experiences, termed “qualia structures”. Conventional methods for comparing similarity relations largely sidestep the issue, assuming that...