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Works (19)

Embedding stochastic dynamics of the environment in spontaneous activity by prediction-based plasticity

2024-12-03 | Preprint
DOI: 10.7554/eLife.95243.2
Contributors: Toshitake Asabuki; Claudia Clopath
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Crossref

Embedding stochastic dynamics of the environment in spontaneous activity by prediction-based plasticity

2024-12-03 | Preprint
DOI: 10.7554/eLife.95243
Contributors: Toshitake Asabuki; Claudia Clopath
Source: check_circle
Crossref

Predictive learning rules generate a cortical-like replay of probabilistic sensory experiences

2024-10-14 | Preprint
DOI: 10.7554/eLife.92712.2
Contributors: Toshitake Asabuki; Tomoki Fukai
Source: check_circle
Crossref

Predictive learning rules generate a cortical-like replay of probabilistic sensory experiences

2024-10-14 | Preprint
DOI: 10.7554/eLife.92712
Contributors: Toshitake Asabuki; Tomoki Fukai
Source: check_circle
Crossref

Predictive learning rules generate a cortical-like replay of probabilistic sensory experiences

2024-08-07 | Preprint
DOI: 10.7554/eLife.92712.1
Contributors: Toshitake Asabuki; Tomoki Fukai
Source: check_circle
Crossref

Taming the chaos gently: a Predictive Alignment learning rule in recurrent neural networks

2024-07-17 | Preprint
DOI: 10.1101/2024.07.14.603423
Contributors: Toshitake Asabuki; Claudia Clopath
Source: check_circle
Crossref

Embedding stochastic dynamics of the environment in spontaneous activity by prediction-based plasticity

2024-04-12 | Preprint
DOI: 10.7554/eLife.95243.1
Contributors: Toshitake Asabuki; Claudia Clopath
Source: check_circle
Crossref

Learning predictive signals within a local recurrent circuit

2023-06-15 | Preprint
DOI: 10.1101/2023.06.15.545081
Contributors: Toshitake Asabuki; Colleen J. Gillon; Claudia Clopath
Source: check_circle
Crossref

Embedding stochastic dynamics of the environment in spontaneous activity by prediction-based plasticity

2023-05-01 | Preprint
DOI: 10.1101/2023.05.01.538909
Contributors: Toshitake Asabuki; Claudia Clopath
Source: check_circle
Crossref

Predictive learning rules generate a cortical-like replay of probabilistic sensory experiences

2023-02-18 | Preprint
DOI: 10.1101/2023.02.17.528958
Contributors: Toshitake Asabuki; Tomoki Fukai
Source: check_circle
Crossref

Neural circuit mechanisms of hierarchical sequence learning tested on large-scale recording data

PLOS Computational Biology
2022-06-21 | Journal article
DOI: 10.1371/journal.pcbi.1010214
Contributors: Toshitake Asabuki; Abigail Morrison; Prajakta Kokate; Tomoki Fukai
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Crossref

Intrinsic bursts facilitate learning of Lévy flight movements in recurrent neural network models

2021-11-19 | Other
DOI: 10.1101/2021.11.15.468754
Contributors: Morihiro Ohta; Toshitake Asabuki; Tomoki Fukai
Source: check_circle
Crossref

Neural mechanisms of context-dependent segmentation tested on large-scale recording data

2021-04-26 | Preprint
DOI: 10.1101/2021.04.25.441363
Contributors: Toshitake Asabuki; Tomoki Fukai
Source: check_circle
Crossref

Somatodendritic consistency check for temporal feature segmentation

Nature Communications
2020-03 | Journal article
DOI: 10.1038/s41467-020-15367-w
Part of ISSN: 2041-1723
Contributors: Toshitake Asabuki; Tomoki Fukai
Source: Self-asserted source
Toshitake Asabuki via Crossref Metadata Search

Temporal feature analysis in brain-inspired neural systems

2019 Silicon Nanoelectronics Workshop (SNW)
2019-06 | Other
DOI: 10.23919/snw.2019.8782948
Contributors: Tomoki Fukai; Toshitake Asabuki
Source: Self-asserted source
Toshitake Asabuki via Crossref Metadata Search

Interactive reservoir computing for chunking information streams

PLOS Computational Biology
2018-10-08 | Journal article
DOI: 10.1371/journal.pcbi.1006400
Part of ISSN: 1553-7358
Contributors: Toshitake Asabuki; Naoki Hiratani; Tomoki Fukai; Lyle J. Graham
Source: Self-asserted source
Toshitake Asabuki via Crossref Metadata Search

Learning Task-Related Activities From Independent Local-Field-Potential Components Across Motor Cortex Layers

Frontiers in Neuroscience
2018-06 | Journal article
DOI: 10.3389/fnins.2018.00429
Part of ISSN: 1662-453X
Contributors: Gonzalo Martín-Vázquez; Toshitake Asabuki; Yoshikazu Isomura; Tomoki Fukai
Source: Self-asserted source
Toshitake Asabuki via Crossref Metadata Search

Artificial Dendritic Neurons Enable Self-Supervised Temporal Feature Extraction

Other
DOI: 10.1101/517888
Contributors: Toshitake Asabuki; Tomoki Fukai
Source: Self-asserted source
Toshitake Asabuki via Crossref Metadata Search

Chunking sequence information by mutually predicting recurrent neural networks

Other
DOI: 10.1101/215392
Contributors: Toshitake Asabuki; Naoki Hiratani; Tomoki Fukai
Source: Self-asserted source
Toshitake Asabuki via Crossref Metadata Search
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