Shinji Nishimoto

According to our database, Shinji Nishimoto authored at least 22 papers between 2009 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Artificial neural network modelling of the neural population code underlying mathematical operations.

Tomoya Nakai, Shinji Nishimoto

NeuroImage, April, 2023

Applicability of scaling laws to vision encoding models.

Takuya Matsuyama, Kota S. Sasaki, Shinji Nishimoto

CoRR, 2023

Brain2Music: Reconstructing Music from Human Brain Activity.

Timo I. Denk, Yu Takagi, Takuya Matsuyama, Andrea Agostinelli, Tomoya Nakai, Christian Havnø Frank, Shinji Nishimoto

CoRR, 2023

Improving visual image reconstruction from human brain activity using latent diffusion models via multiple decoded inputs.

Yu Takagi, Shinji Nishimoto

CoRR, 2023

High-resolution image reconstruction with latent diffusion models from human brain activity.

Yu Takagi, Shinji Nishimoto

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Reduction of Information Collection Cost for Inferring Brain Model Relations From Profile Information Using Machine Learning.

Ryoichi Shinkuma, Satoshi Nishida, Naoya Maeda, Masataka Kado, Shinji Nishimoto

IEEE Trans. Syst. Man Cybern. Syst., 2022

Brain networks are decoupled from external stimuli during internal cognition.

Dror Cohen, Tomoya Nakai, Shinji Nishimoto

NeuroImage, 2022

Validation of the Role of Attention Mechanism in Predicting Brain Activity.

Haruka Taguchi, Satoshi Nishida, Shinji Nishimoto, Ichiro Kobayashi

Proceedings of the Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems, 2022

2021

Behavioral correlates of cortical semantic representations modeled by word vectors.

Satoshi Nishida, Antoine Blanc, Naoya Maeda, Masataka Kado, Shinji Nishimoto

PLoS Comput. Biol., 2021

2020

Distinct dimensions of emotion in the human brain and their representation on the cortical surface.

Naoko Koide-Majima, Tomoya Nakai, Shinji Nishimoto

NeuroImage, 2020

Brain-Mediated Transfer Learning of Convolutional Neural Networks.

Satoshi Nishida, Yusuke Nakano, Antoine Blanc, Naoya Maeda, Masataka Kado, Shinji Nishimoto

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Brain-mediated Transfer Learning of Convolutional Neural Networks.

Satoshi Nishida, Yusuke Nakano, Antoine Blanc, Shinji Nishimoto

CoRR, 2019

Relational Network of People Constructed on the Basis of Similarity of Brain Activities.

Ryoichi Shinkuma, Satoshi Nishida, Masataka Kado, Naoya Maeda, Shinji Nishimoto

IEEE Access, 2019

2018

Decoding naturalistic experiences from human brain activity via distributed representations of words.

Satoshi Nishida, Shinji Nishimoto

NeuroImage, 2018

Mapping stimulus feature selectivity in macaque V1 by two-photon Ca²⁺ imaging: Encoding-model analysis of fluorescence responses to natural movies.

Koji Ikezoe, Mahya Amano, Shinji Nishimoto, Ichiro Fujita

NeuroImage, 2018

Encoding and Decoding of Music-Genre Representations in the Human Brain.

Tomoya Nakai, Naoko Koide-Majima, Shinji Nishimoto

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Describing Semantic Representations of Brain Activity Evoked by Visual Stimuli.

Eri Matsuo, Ichiro Kobayashi, Shinji Nishimoto, Satoshi Nishida, Hideki Asoh

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Decoding Visual Stimulus in Semantic Space from Electrocorticography Signals.

Ryohei Fukuma, Takufumi Yanagisawa, Shinji Nishimoto, Masataka Tanaka, Shota Yamamoto, Satoru Oshino, Yukiyasu Kamitani, Haruhiko Kishima

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

2017

Semantic representation in the cerebral cortex with sparse coding.

Chiaki Kawase, Ichiro Kobayashi, Shinji Nishimoto, Satoshi Nishida, Hideki Asoh

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

2016

Generating Natural Language Descriptions for Semantic Representations of Human Brain Activity.

Eri Matsuo, Ichiro Kobayashi, Shinji Nishimoto, Satoshi Nishida, Hideki Asoh

Proceedings of the ACL 2016 Student Research Workshop, Berlin, Germany, August 7-12, 2016, 2016

2011

Encoding and decoding in fMRI.

Thomas Naselaris, Kendrick N. Kay, Shinji Nishimoto, Jack L. Gallant

NeuroImage, 2011

2009

Bayesian Reconstruction of Perceptual Experiences from Human Brain Activity.

Jack L. Gallant, Thomas Naselaris, Ryan J. Prenger, Kendrick N. Kay, Dustin Stansbury, Michael Oliver, An Vu, Shinji Nishimoto

Proceedings of the Foundations of Augmented Cognition. Neuroergonomics and Operational Neuroscience, 2009