Masafumi Oizumi

25 papers A 1C 2Journal 21Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Investigating fine- and coarse-grained structural correspondences between deep neural networks and human object image similarity judgments using unsupervised alignment. Neural Networks Soh Takahashi, Masaru Sasaki, Ken Takeda, Masafumi Oizumi
2025	J	`jnl`	Correspondence of high-dimensional emotion structures elicited by video clips between humans and Multimodal LLMs. CoRR Haruka Asanuma, Naoko Koide-Majima, Ken Nakamura, Takato Horii, Shinji Nishimoto, Masafumi Oizumi
2025	J	`jnl`	Exploring internal representations of self-supervised networks: few-shot learning abilities and comparison with human semantics and recognition of objects. Frontiers Comput. Neurosci. Asaki Kataoka, Yoshihiro Nagano, Masafumi Oizumi
2025	J	`jnl`	Investigating Fine- and Coarse-grained Structural Correspondences Between Deep Neural Networks and Human Object Image Similarity Judgments Using Unsupervised Alignment. CoRR Soh Takahashi, Masaru Sasaki, Ken Takeda, Masafumi Oizumi
2025	C	`conf`	Spontaneous organization of diverse human color representations: from trichromacy to dichromacy in neural networks trained with retina-like inputs. ICMLA Asaki Kataoka, Nipun Ravindu Wickramanayaka, Yu Togashi, Masafumi Oizumi
2024	J	`jnl`	Constructive Approach to Bidirectional Causation between Qualia Structure and Language Emergence. CoRR Tadahiro Taniguchi, Masafumi Oizumi, Noburo Saji, Takato Horii, Naotsugu Tsuchiya
2020	J	`jnl`	An Information Theoretic Approach to Reveal the Formation of Shared Representations. Frontiers Comput. Neurosci. Akihiro Eguchi, Takato Horii, Takayuki Nagai, Ryota Kanai, Masafumi Oizumi
2020	J	`jnl`	Efficient search for informational cores in complex systems: Application to brain networks. Neural Networks Jun Kitazono, Ryota Kanai, Masafumi Oizumi
2019	A	`conf`	Fisher Information and Natural Gradient Learning in Random Deep Networks. AISTATS Shun-ichi Amari, Ryo Karakida, Masafumi Oizumi
2019	J	`jnl`	Information Geometry for Regularized Optimal Transport and Barycenters of Patterns. Neural Comput. Shun-ichi Amari, Ryo Karakida, Masafumi Oizumi, Marco Cuturi
2018	J	`jnl`	Efficient Algorithms for Searching the Minimum Information Partition in Integrated Information Theory. Entropy Jun Kitazono, Ryota Kanai, Masafumi Oizumi
2018	J	`jnl`	Fisher Information and Natural Gradient Learning of Random Deep Networks. CoRR Shun-ichi Amari, Ryo Karakida, Masafumi Oizumi
2018	C	`conf`	Information integration in a globally coupled chaotic system. ALIFE Hiroki Mori, Masafumi Oizumi
2018	J	`jnl`	Statistical Neurodynamics of Deep Networks: Geometry of Signal Spaces. CoRR Shun-ichi Amari, Ryo Karakida, Masafumi Oizumi
2017	J	`jnl`	Efficient Algorithms for Searching the Minimum Information Partition in Integrated Information Theory. CoRR Jun Kitazono, Ryota Kanai, Masafumi Oizumi
2017	J	`jnl`	Fast and exact search for the partition with minimal information loss. CoRR Shohei Hidaka, Masafumi Oizumi
2017	J	`jnl`	Geometry of Information Integration. CoRR Shun-ichi Amari, Naotsugu Tsuchiya, Masafumi Oizumi
2017	J	`jnl`	Information Geometry Connecting Wasserstein Distance and Kullback-Leibler Divergence via the Entropy-Relaxed Transportation Problem. CoRR Shun-ichi Amari, Ryo Karakida, Masafumi Oizumi
2016	J	`jnl`	Measuring Integrated Information from the Decoding Perspective. PLoS Comput. Biol. Masafumi Oizumi, Shun-ichi Amari, Toru Yanagawa, Naotaka Fujii, Naotsugu Tsuchiya
2015	J	`jnl`	A unified framework for information integration based on information geometry. CoRR Masafumi Oizumi, Naotsugu Tsuchiya, Shun-ichi Amari
2015	J	`jnl`	Measuring integrated information from the decoding perspective. CoRR Masafumi Oizumi, Shun-ichi Amari, Toru Yanagawa, Naotaka Fujii, Naotsugu Tsuchiya
2014	J	`jnl`	From the Phenomenology to the Mechanisms of Consciousness: Integrated Information Theory 3.0. PLoS Comput. Biol. Masafumi Oizumi, Larissa Albantakis, Giulio Tononi
2012	J	`jnl`	Functional Differences between Global Pre- and Postsynaptic Inhibition in the Drosophila Olfactory Circuit. Frontiers Comput. Neurosci. Masafumi Oizumi, Ryota Satoh, Hokto Kazama, Masato Okada
2011	J	`jnl`	Information Loss Associated with Imperfect Observation and Mismatched Decoding. Frontiers Comput. Neurosci. Masafumi Oizumi, Masato Okada, Shun-ichi Amari
2008	—	`conf`	A general framework for investigating how far the decoding process in the brain can be simplified. NIPS Masafumi Oizumi, Toshiyuki Ishii, Kazuya Ishibashi, Toshihiko Hosoya, Masato Okada