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Tsuchiya’s Relational Approach to Qualia

Neuroscientist Naotsugu ('Nao') Tsuchiya's relational and structural approach to consciousness—more specifically, to qualia—is not so much a theory of consciousness per se but more a fresh methodology, which he calls 'the Qualia Structure Paradigm.' It is “an alternative approach to characterize, and eventually define, consciousness through exhaustive descriptions of consciousness's relationships to all other consciousnesses.”

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Naotsugu Tsuchiya

Professor of Neuroscience & Researcher

Naotsugu Tsuchiya is a Professor in Psychological Sciences at Monash University, specializing in the physical substrates of consciousness. His work explores how subjective experiences can be supported by physical substrates, such as brain structure and its activity patterns. His interdisciplinary research employs mathematics, psychophysics, brain imaging, and computational models.

*This summary was verified by Naotsugu Tsuchiya on July 28, 2025.

Landscape

Key Takeaways

  • Core Claim

    Consciousness can be characterized by the structure of how experiences relate to each other across minds.

  • How It Works

    Uses math from category theory to map qualia as relational structures rather than isolated properties.

  • Distinguishing Idea

    Shifts focus from internal qualia to intersubjective patterns and structural similarities in experience.

  • Methodological Innovation

    Introduces large-scale psychophysics and computational tools to empirically compare qualia.

  • Open Issue

    Can mapping qualia relations clarify or replace the concept of qualia itself in explaining consciousness?

Tsuchiya’s Relational Approach to Qualia

Neuroscientist Naotsugu (‘Nao’) Tsuchiya's relational and structural approach to consciousness—more specifically, to qualia—is not so much a theory of consciousness per se but more a fresh methodology, which he calls ‘the Qualia Structure Paradigm’ (Tsuchiya, 2025). It is “an alternative approach to characterize, and eventually define, consciousness through exhaustive descriptions of consciousness's relationships to all other consciousnesses” (Tsuchiya & Saigo, 2021).

Mathematical Foundations

Tsuchiya's approach is founded in the Yoneda lemma from category theory, which deals with mathematical structures and their interrelations. By applying these mathematical concepts, the Qualia Structure Paradigm characterizes the structure of conscious phenomenology as a category, allowing for different conscious states to relate to one another.

Tsuchiya proposes several possible definitions of categories of consciousness—particularly “enriched categories” (Tsuchiya et al., 2022)—in terms of both level and contents of experience. These formal tools aim to clarify long-standing conceptual issues in consciousness studies, thereby fostering further theoretical and empirical work. If successful, the paradigm will offer strong support for relational and structural theories of consciousness (Tsuchiya & Saigo, 2021).

Empirical Developments

According to Tsuchiya, recent empirical work stemming from the paradigm has adopted and invented several novel methodologies. Moving beyond verbal reports and qualitative introspection, researchers have introduced large-scale online psychophysics to quantify intersubjective agreement—the degree to which different individuals agree about their experiences (Zhang et al., 2021).

In the domain of color qualia, earlier studies often viewed children's experiences as vague or inconsistent, based primarily on linguistic labeling tasks. However, using this paradigm, Moriguchi et al. (2025) demonstrated that the structure of color qualia in children is highly stable and closely resembles that of adults as early as age three.

Tsuchiya stresses that researchers are also collecting various types of data to quantify experiential similarities among different qualia. For example, in their paper “Is my ‘red’ your ‘red’?”, Kawakita et al. (2025) introduced a computational method called unsupervised optimal transport alignment, which provides a novel empirical approach to the long-standing philosophical issue of inverted qualia.

Surprising Findings

These empirical studies, Tsuchiya says, have yielded some surprising results. One key observation is that qualia similarity judgments are often asymmetric—for instance, the similarity one perceives when seeing red then pink can differ from the similarity perceived when seeing pink then red (Epping et al., 2023).

Such findings have led to the development of meta-level theoretical frameworks, including the Quantum-like Qualia Hypothesis (Tsuchiya et al., 2025). This hypothesis, inspired by ideas from quantum cognition (Busemeyer & Bruza, 2014), suggests that qualia may be structured by non-commutative (i.e., non-symmetric) relationships. Importantly, the hypothesis does not imply that quantum physics operates in the brain in any special way related to consciousness, but rather uses quantum-like formalisms to account for the observed structural features of experience.

Conclusion

Tsuchiya concludes that Qualia Structure approaches in empirical data collection coupled with novel computational structural analyses promises rapid development, being applied across wide areas of psychological domains that have been stalled due to the lack of methodology in characterizing qualia.

References

Ellia, F., & Tsuchiya, N. (2026). Explanation, scope, and perspective: sources of schismogenesis in consciousness science. Trends in Cognitive Sciences. https://doi.org/10.1016/j.tics.2026.03.005

Lee-Youngzie, Z., Tsuchiya, N., Robinson, M., Dietz, D., & Monti, M. M. (2026). Towards a mathematical structure of global phenomenal consciousness. Entropy, 28(6), 615. https://doi.org/10.3390/e28060615

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References

Busemeyer & Bruza, 2014Jerome R. Busemeyer, Peter D. Bruza
Quantum Models of Cognition and Decision
Cambridge University Press
https://doi.org/10.1017/CBO9780511997716
Epping, Fisher, Zeleznikow-Johnston, Pothos & Tsuchiya, 2023Gunnar Epping, Elizabeth L Fisher, Ariel Zeleznikow-Johnston, Emmanuel Pothos, Naotsugu Tsuchiya
A Quantum Geometric Framework for Modeling Color Similarity Judgements
Cognitive Science Volume 47, Issue 1 e13231
Kawakita, Zeleznikow-Johnston, Takeda, Tsuchiya & Oizumi, 2025Genji Kawakita, Ariel Zeleznikow-Johnston, Ken Takeda, Naotsugu Tsuchiya, Masafumi Oizumi
Is my “red” your “red”?: Evaluating structural correspondences between color similarity judgments using unsupervised alignment
iScience, Volume 28, Issue 3, 112029
https://doi.org/10.1016/j.isci.2025.112029
Moriguchi, Watanabe, Sakata, Zeleznikow-Johnston, Wang, Saji & Tsuchiya, 2025Yusuke Moriguchi, Ryoichi Watanabe, Chifumi Sakata, Ariel Zeleznikow-Johnston, Jue Wang, Noburo Saji, Naotsugu Tsuchiya
Comparing color qualia structures through a novel similarity task in young children versus adults
PNAS
https://osf.io/preprints/psyarxiv/wdcu7_v3
Tsuchiya & Saigo, 2021Naotsugu Tsuchiya, Hayato Saigo
A relational approach to consciousness: categories of level and contents of consciousness
Neurosci. Consciousness, 7 (2)
https://doi.org/10.1093/nc/niab034
Tsuchiya, Phillips & Saigo, 2022Naotsugu Tsuchiya, Steven Phillips, Hayato Saigo
Enriched category as a model of qualia structure based on similarity judgements
Consciousness and Cognition 101: 103319
https://doi.org/10.1016/j.concog.2022.103319
Tsuchiya, Bruza, Yamada, Saigo & Pothos, 2025Naotsugu Tsuchiya, Peter Bruza, Makiko Yamada, Hayato Saigo, Emmanuel M. Pothos
Quantum-like Qualia hypothesis: from quantum cognition to quantum perception
Front. Psychol., Sec. Consciousness Research, Volume 15
https://doi.org/10.3389/fpsyg.2024.1406459
Tsuchiya, 2025Naotsugu Tsuchiya
The Qualia Structure Paradigm: towards a construction of a Qualia Periodic Table for the dissolution of the Hard Problem of Consciousness
The Scientific Study of Consciousness: Experimental and Theoretical Approaches, Springer Nature (forthcoming)
https://doi.org/10.31234/osf.io/492hu_v2
Zhang, Koh, Gallagher, Nishimoto & Tsuchiya, 2021Chuyin Zhang, Zhao Hui Koh, Regan Gallagher, Shinji Nishimoto, Naotsugu Tsuchiya
What can we experience and report on a rapidly presented image? Intersubjective measures of specificity of freely reported contents of consciousness
F1000Research

References

Epping, 2023
Gunnar Epping, Elizabeth L Fisher, Ariel Zeleznikow-Johnston, Emmanuel Pothos, Naotsugu Tsuchiya
A Quantum Geometric Framework for Modeling Color Similarity Judgements
2023
Cognitive Science Volume 47, Issue 1 e13231

Zhang, 2021
Chuyin Zhang, Zhao Hui Koh, Regan Gallagher, Shinji Nishimoto, Naotsugu Tsuchiya
What can we experience and report on a rapidly presented image? Intersubjective measures of specificity of freely reported contents of consciousness
2021
F1000Research

Tsuchiya, 2025
Naotsugu Tsuchiya, Peter Bruza, Makiko Yamada, Hayato Saigo, Emmanuel M. Pothos
Quantum-like Qualia hypothesis: from quantum cognition to quantum perception
2025
Front. Psychol., Sec. Consciousness Research, Volume 15
Google Scholar

Tsuchiya, 2021
Naotsugu Tsuchiya, Hayato Saigo
A relational approach to consciousness: categories of level and contents of consciousness
2021
Neurosci. Consciousness, 7 (2)
Google Scholar

Busemeyer, 2014
Jerome R. Busemeyer, Peter D. Bruza
Quantum Models of Cognition and Decision
2014
Cambridge University Press
Google Scholar

Tsuchiya, 2025
Naotsugu Tsuchiya
The Qualia Structure Paradigm: towards a construction of a Qualia Periodic Table for the dissolution of the Hard Problem of Consciousness
2025
The Scientific Study of Consciousness: Experimental and Theoretical Approaches, Springer Nature (forthcoming)
Google Scholar

Kawakita, 2025
Genji Kawakita, Ariel Zeleznikow-Johnston, Ken Takeda, Naotsugu Tsuchiya, Masafumi Oizumi
Is my “red” your “red”?: Evaluating structural correspondences between color similarity judgments using unsupervised alignment
2025
iScience, Volume 28, Issue 3, 112029
Google Scholar

Tsuchiya, 2022
Naotsugu Tsuchiya, Steven Phillips, Hayato Saigo
Enriched category as a model of qualia structure based on similarity judgements
2022
Consciousness and Cognition 101: 103319
Google Scholar

Moriguchi, 2025
Yusuke Moriguchi, Ryoichi Watanabe, Chifumi Sakata, Ariel Zeleznikow-Johnston, Jue Wang, Noburo Saji, Naotsugu Tsuchiya
Comparing color qualia structures through a novel similarity task in young children versus adults
2025
PNAS
Google Scholar