Shinji Nishimoto

28 papers A* 3B 4Journal 18Unranked 3

Year	Rank	Type	Title / Venue / Authors
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`	LaVCa: LLM-assisted Visual Cortex Captioning. CoRR Takuya Matsuyama, Shinji Nishimoto, Yu Takagi
2025	J	`jnl`	Triple Phase Transitions: Understanding the Learning Dynamics of Large Language Models from a Neuroscience Perspective. CoRR Yuko Nakagi, Keigo Tada, Sota Yoshino, Shinji Nishimoto, Yu Takagi
2024	J	`jnl`	Mental image reconstruction from human brain activity: Neural decoding of mental imagery via deep neural network-based Bayesian estimation. Neural Networks Naoko Koide-Majima, Shinji Nishimoto, Kei Majima
2024	A*	`conf`	Unveiling Multi-level and Multi-modal Semantic Representations in the Human Brain using Large Language Models. EMNLP Yuko Nakagi, Takuya Matsuyama, Naoko Koide-Majima, Hiroto Yamaguchi, Rieko Kubo, Shinji Nishimoto, Yu Takagi
2023	J	`jnl`	Applicability of scaling laws to vision encoding models. CoRR Takuya Matsuyama, Kota S. Sasaki, Shinji Nishimoto
2023	J	`jnl`	Artificial neural network modelling of the neural population code underlying mathematical operations. NeuroImage Tomoya Nakai, Shinji Nishimoto
2023	J	`jnl`	Brain2Music: Reconstructing Music from Human Brain Activity. CoRR Timo I. Denk, Yu Takagi, Takuya Matsuyama, Andrea Agostinelli, Tomoya Nakai, Christian Havnø Frank, Shinji Nishimoto
2023	A*	`conf`	High-resolution image reconstruction with latent diffusion models from human brain activity. CVPR Yu Takagi, Shinji Nishimoto
2023	J	`jnl`	Improving visual image reconstruction from human brain activity using latent diffusion models via multiple decoded inputs. CoRR Yu Takagi, Shinji Nishimoto
2022	J	`jnl`	Brain networks are decoupled from external stimuli during internal cognition. NeuroImage Dror Cohen, Tomoya Nakai, Shinji Nishimoto
2022	J	`jnl`	Reduction of Information Collection Cost for Inferring Brain Model Relations From Profile Information Using Machine Learning. IEEE Trans. Syst. Man Cybern. Syst. Ryoichi Shinkuma, Satoshi Nishida, Naoya Maeda, Masataka Kado, Shinji Nishimoto
2022	—	`conf`	Validation of the Role of Attention Mechanism in Predicting Brain Activity. SCIS/ISIS Haruka Taguchi, Satoshi Nishida, Shinji Nishimoto, Ichiro Kobayashi
2021	J	`jnl`	Behavioral correlates of cortical semantic representations modeled by word vectors. PLoS Comput. Biol. Satoshi Nishida, Antoine Blanc, Naoya Maeda, Masataka Kado, Shinji Nishimoto
2020	A*	`conf`	Brain-Mediated Transfer Learning of Convolutional Neural Networks. AAAI Satoshi Nishida, Yusuke Nakano, Antoine Blanc, Naoya Maeda, Masataka Kado, Shinji Nishimoto
2020	J	`jnl`	Distinct dimensions of emotion in the human brain and their representation on the cortical surface. NeuroImage Naoko Koide-Majima, Tomoya Nakai, Shinji Nishimoto
2019	J	`jnl`	Brain-mediated Transfer Learning of Convolutional Neural Networks. CoRR Satoshi Nishida, Yusuke Nakano, Antoine Blanc, Shinji Nishimoto
2019	J	`jnl`	Relational Network of People Constructed on the Basis of Similarity of Brain Activities. IEEE Access Ryoichi Shinkuma, Satoshi Nishida, Masataka Kado, Naoya Maeda, Shinji Nishimoto
2018	B	`conf`	Decoding Visual Stimulus in Semantic Space from Electrocorticography Signals. SMC Ryohei Fukuma, Takufumi Yanagisawa, Shinji Nishimoto, Masataka Tanaka, Shota Yamamoto, Satoru Oshino, Yukiyasu Kamitani, Haruhiko Kishima
2018	J	`jnl`	Decoding naturalistic experiences from human brain activity via distributed representations of words. NeuroImage Satoshi Nishida, Shinji Nishimoto
2018	B	`conf`	Describing Semantic Representations of Brain Activity Evoked by Visual Stimuli. SMC Eri Matsuo, Ichiro Kobayashi, Shinji Nishimoto, Satoshi Nishida, Hideki Asoh
2018	J	`jnl`	Describing Semantic Representations of Brain Activity Evoked by Visual Stimuli. CoRR Eri Matsuo, Ichiro Kobayashi, Shinji Nishimoto, Satoshi Nishida, Hideki Asoh
2018	B	`conf`	Encoding and Decoding of Music-Genre Representations in the Human Brain. SMC Tomoya Nakai, Naoko Koide-Majima, Shinji Nishimoto
2018	J	`jnl`	Mapping stimulus feature selectivity in macaque V1 by two-photon Ca NeuroImage Koji Ikezoe, Mahya Amano, Shinji Nishimoto, Ichiro Fujita
2017	B	`conf`	Semantic representation in the cerebral cortex with sparse coding. SMC Chiaki Kawase, Ichiro Kobayashi, Shinji Nishimoto, Satoshi Nishida, Hideki Asoh
2016	—	`conf`	Generating Natural Language Descriptions for Semantic Representations of Human Brain Activity. ACL (Student Research Workshop) Eri Matsuo, Ichiro Kobayashi, Shinji Nishimoto, Satoshi Nishida, Hideki Asoh
2011	J	`jnl`	Encoding and decoding in fMRI. NeuroImage Thomas Naselaris, Kendrick N. Kay, Shinji Nishimoto, Jack L. Gallant
2009	—	`conf`	Bayesian Reconstruction of Perceptual Experiences from Human Brain Activity. HCI (16) Jack L. Gallant, Thomas Naselaris, Ryan J. Prenger, Kendrick N. Kay, Dustin Stansbury, Michael Oliver, An Vu, Shinji Nishimoto