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ORCIDShinji Nishimoto
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2020 – today
- 2024
[j10]Naoko Koide-Majima, Shinji Nishimoto, Kei Majima
:
Mental image reconstruction from human brain activity: Neural decoding of mental imagery via deep neural network-based Bayesian estimation. Neural Networks 170: 349-363 (2024)- 2023
- [j9]Tomoya Nakai, Shinji Nishimoto:
Artificial neural network modelling of the neural population code underlying mathematical operations. NeuroImage 270: 119980 (2023) - [c9]Yu Takagi, Shinji Nishimoto:
High-resolution image reconstruction with latent diffusion models from human brain activity. CVPR 2023: 14453-14463 - [i5]Yu Takagi, Shinji Nishimoto:
Improving visual image reconstruction from human brain activity using latent diffusion models via multiple decoded inputs. CoRR abs/2306.11536 (2023) - [i4]Timo I. Denk, Yu Takagi, Takuya Matsuyama, Andrea Agostinelli, Tomoya Nakai, Christian Havnø Frank, Shinji Nishimoto:
Brain2Music: Reconstructing Music from Human Brain Activity. CoRR abs/2307.11078 (2023) - [i3]Takuya Matsuyama, Kota S. Sasaki, Shinji Nishimoto:
Applicability of scaling laws to vision encoding models. CoRR abs/2308.00678 (2023) - 2022
- [j8]Dror Cohen, Tomoya Nakai, Shinji Nishimoto:
Brain networks are decoupled from external stimuli during internal cognition. NeuroImage 256: 119230 (2022) - [j7]Ryoichi Shinkuma, Satoshi Nishida, Naoya Maeda, Masataka Kado, Shinji Nishimoto:
Reduction of Information Collection Cost for Inferring Brain Model Relations From Profile Information Using Machine Learning. IEEE Trans. Syst. Man Cybern. Syst. 52(7): 4057-4068 (2022) - [c8]Haruka Taguchi, Satoshi Nishida, Shinji Nishimoto, Ichiro Kobayashi:
Validation of the Role of Attention Mechanism in Predicting Brain Activity. SCIS/ISIS 2022: 1-5 - 2021
- [j6]Satoshi Nishida, Antoine Blanc, Naoya Maeda, Masataka Kado, Shinji Nishimoto:
Behavioral correlates of cortical semantic representations modeled by word vectors. PLoS Comput. Biol. 17(6) (2021) - 2020
- [j5]Naoko Koide-Majima, Tomoya Nakai, Shinji Nishimoto:
Distinct dimensions of emotion in the human brain and their representation on the cortical surface. NeuroImage 222: 117258 (2020) - [c7]Satoshi Nishida, Yusuke Nakano, Antoine Blanc, Naoya Maeda, Masataka Kado, Shinji Nishimoto:
Brain-Mediated Transfer Learning of Convolutional Neural Networks. AAAI 2020: 5281-5288
2010 – 2019
- 2019
- [j4]Ryoichi Shinkuma, Satoshi Nishida, Masataka Kado, Naoya Maeda, Shinji Nishimoto:
Relational Network of People Constructed on the Basis of Similarity of Brain Activities. IEEE Access 7: 110258-110266 (2019) - [i2]Satoshi Nishida, Yusuke Nakano, Antoine Blanc, Shinji Nishimoto:
Brain-mediated Transfer Learning of Convolutional Neural Networks. CoRR abs/1905.10037 (2019) - 2018
- [j3]Satoshi Nishida, Shinji Nishimoto:
Decoding naturalistic experiences from human brain activity via distributed representations of words. NeuroImage 180(Part): 232-242 (2018) - [j2]Koji Ikezoe, Mahya Amano, Shinji Nishimoto, Ichiro Fujita:
Mapping stimulus feature selectivity in macaque V1 by two-photon Ca2+ imaging: Encoding-model analysis of fluorescence responses to natural movies. NeuroImage 180(Part): 312-323 (2018) - [c6]Ryohei Fukuma, Takufumi Yanagisawa, Shinji Nishimoto, Masataka Tanaka, Shota Yamamoto, Satoru Oshino, Yukiyasu Kamitani, Haruhiko Kishima:
Decoding Visual Stimulus in Semantic Space from Electrocorticography Signals. SMC 2018: 102-104 - [c5]Eri Matsuo, Ichiro Kobayashi, Shinji Nishimoto, Satoshi Nishida, Hideki Asoh:
Describing Semantic Representations of Brain Activity Evoked by Visual Stimuli. SMC 2018: 576-583 - [c4]Tomoya Nakai, Naoko Koide-Majima, Shinji Nishimoto:
Encoding and Decoding of Music-Genre Representations in the Human Brain. SMC 2018: 584-589 - [i1]Eri Matsuo, Ichiro Kobayashi, Shinji Nishimoto, Satoshi Nishida, Hideki Asoh:
Describing Semantic Representations of Brain Activity Evoked by Visual Stimuli. CoRR abs/1802.02210 (2018) - 2017
- [c3]Chiaki Kawase, Ichiro Kobayashi, Shinji Nishimoto, Satoshi Nishida, Hideki Asoh:
Semantic representation in the cerebral cortex with sparse coding. SMC 2017: 606-611 - 2016
- [c2]Eri Matsuo, Ichiro Kobayashi, Shinji Nishimoto, Satoshi Nishida, Hideki Asoh:
Generating Natural Language Descriptions for Semantic Representations of Human Brain Activity. ACL (Student Research Workshop) 2016: 22-29 - 2011
- [j1]Thomas Naselaris, Kendrick N. Kay, Shinji Nishimoto, Jack L. Gallant:
Encoding and decoding in fMRI. NeuroImage 56(2): 400-410 (2011)
2000 – 2009
- 2009
- [c1]Jack L. Gallant, Thomas Naselaris, Ryan J. Prenger, Kendrick N. Kay, Dustin Stansbury, Michael Oliver, An Vu, Shinji Nishimoto:
Bayesian Reconstruction of Perceptual Experiences from Human Brain Activity. HCI (16) 2009: 390-393
Coauthor Index
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