Oizumi, Masafumi

7 publications

ICLRW 2025 Unsupervised Neuronal Matching with Spontaneous Neuronal Activity Shunsuke Kamiya, Taiga Mitamura, Muneki Ikeda, Masafumi Oizumi

ICLRW 2024 Is My "red" Your "red"?: Unsupervised Alignment of Qualia Structures via Optimal Transport Genji Kawakita, Ariel Mikhael Zeleznikow-Johnston, Ken Takeda, Naotsugu Tsuchiya, Masafumi Oizumi

ICLRW 2024 Koopman Operator Based Dynamical Similarity Analysis for Data-Driven Quantification of Distance Between Dynamics Shunsuke Kamiya, Jun Kitazono, Masafumi Oizumi

ICLRW 2024 Self-Supervised Learning Facilitates Neural Representation Structures That Can Be Unsupervisedly Aligned to Human Behaviors Soh Takahashi, Masaru Sasaki, Ken Takeda, Masafumi Oizumi

ICLRW 2024 Unsupervised Alignment Reveals Structural Commonalities and Differences in Neural Representations of Natural Scenes Across Individuals and Brain Areas Ken Takeda, Kota Abe, Jun Kitazono, Masafumi Oizumi

AISTATS 2019 Fisher Information and Natural Gradient Learning in Random Deep Networks Shun-ichi Amari, Ryo Karakida, Masafumi Oizumi

NeurIPS 2008 A General Framework for Investigating How Far the Decoding Process in the Brain Can Be Simplified Masafumi Oizumi, Toshiyuki Ishii, Kazuya Ishibashi, Toshihiko Hosoya, Masato Okada