Somatodendritic consistency check for temporal feature segmentation T Asabuki, T Fukai Nature communications 11 (1), 1554, 2020 | 18 | 2020 |
Interactive reservoir computing for chunking information streams T Asabuki, N Hiratani, T Fukai PLoS computational biology 14 (10), e1006400, 2018 | 16 | 2018 |
Learning task-related activities from independent local-field-potential components across motor cortex layers G Martín-Vázquez, T Asabuki, Y Isomura, T Fukai Frontiers in neuroscience 12, 352294, 2018 | 12 | 2018 |
Continual general chunking problem and syncmap DV Vargas, T Asabuki Proceedings of the AAAI Conference on Artificial Intelligence 35 (11), 10006 …, 2021 | 8 | 2021 |
Learning predictive signals within a local recurrent circuit T Asabuki, CJ Gillon, C Clopath bioRxiv, 2023.06. 15.545081, 2023 | 1 | 2023 |
Embedding stochastic dynamics of the environment in spontaneous activity by prediction-based plasticity T Asabuki, C Clopath bioRxiv, 2023.05. 01.538909, 2023 | 1 | 2023 |
Neural circuit mechanisms of hierarchical sequence learning tested on large-scale recording data T Asabuki, P Kokate, T Fukai PLOS Computational Biology 18 (6), e1010214, 2022 | 1 | 2022 |
Intrinsic bursts facilitate learning of Lévy flight movements in recurrent neural network models M Ohta, T Asabuki, T Fukai Scientific Reports 12 (1), 4951, 2022 | 1 | 2022 |
Neural mechanisms for learning hierarchical structures of information T Fukai, T Asabuki, T Haga Current Opinion in Neurobiology 70, 145-153, 2021 | 1 | 2021 |
Neural mechanisms of context-dependent segmentation tested on large-scale recording data T Asabuki, T Fukai BioRxiv, 2021.04. 25.441363, 2021 | 1 | 2021 |
Artificial Dendritic Neurons Enable Self-Supervised Temporal Feature Extraction T Asabuki, T Fukai bioRxiv, 517888, 2019 | 1 | 2019 |
Learning rules for cortical-like spontaneous replay of an internal model T Asabuki, T Fukai bioRxiv, 2023.02. 17.528958, 2023 | | 2023 |
Modeling the Repetition-Based Recovering of Acoustic and Visual Sources With Dendritic Neurons G Dellaferrera, T Asabuki, T Fukai Frontiers in Neuroscience 16, 855753, 2022 | | 2022 |
Temporal feature analysis in brain-inspired neural systems T Fukai, T Asabuki 2019 Silicon Nanoelectronics Workshop (SNW), 1-2, 2019 | | 2019 |
Unsupervised blind source separation using self conditioned entropy minimization Y Ling, T Asabuki, T Fukai IEICE Technical Report; IEICE Tech. Rep. 118 (470), 127-129, 2019 | | 2019 |
相互に教え合うリザーバ計算モジュールによるチャンク学習 朝吹俊丈, 平谷直輝, 深井朋樹 日本物理学会講演概要集 73.1, 2848-2848, 2018 | | 2018 |
Chunking sequence information by mutually predicting recurrent neural networks T Asabuki, N Hiratani, T Fukai bioRxiv, 215392, 2017 | | 2017 |
Reservoir computing によるチャンク学習 朝吹俊丈, 平谷直輝, 深井朋樹 電子情報通信学会技術研究報告; 信学技報 115 (514), 53-55, 2016 | | 2016 |
Chunking by reservoir computing T Asabuki, N Hiratani, T Fukai IEICE Technical Report; IEICE Tech. Rep. 115 (514), 53-55, 2016 | | 2016 |