Research field (3):
Neuroscience - general
, Intelligent informatics
, Cognitive neuroscience
Research keywords (5):
Machine learning
, Bayesian inference
, Reinforcement learning
, Decision making
, Neuroscience
Research theme for competitive and other funds (13):
2021 - 2026 Neuronal circuit dynamics for memory state transition
2021 - 2026 習慣・目的志向行動の脳内機構の構成論的解明
2022 - 2024 適応行動を司る脳の単一学習則の提案と神経基盤検証
2021 - 2024 機械学習による意思決定の新因子同定と神経基盤解明
2021 - 2023 ベイズ型行動選択の理論・回路・細胞のマルチスケール解明
2020 - 2022 Neural substrate of model-based action selection
2015 - 2017 行動戦略依存的な動的神経回路シフトの解明
2014 - 2016 Investigation and modeling of neural mechanism of context prediction
2014 - 2016 大規模神経活動イメージングによる皮質コラムの階層型情報変換機構の解明
2011 - 2014 意思決定脳内プロセスの解明による包括的行動選択モデルの構築
2011 - 2013 意思決定脳内プロセスの解明による包括的行動選択モデルの構築
2008 - 2011 神経回路の動的なスイッチング機構の解明とその情動センシング
2008 - 2010 神経回路の動的なスイッチング機構の解明とその情動センシングBMIへの応用
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Papers (26):
Yutaro Ueoka, Hayato Maeda, Shuo Wang, Akihiro Funamizu. Real-cyber hybrid neural network for predicting neural circuits in mouse decision-making. 2024
Shuo Wang, Huayi Gao, Yutaro Ueoka, Kotaro Ishizu, Akihiro Funamizu. Global neural encoding of behavioral strategies in mice during perceptual decision-making task with two different sensory patterns. iScience. 2024. 111182-111182
Kotaro Ishizu, Shosuke Nishimoto, Yutaro Ueoka, Akihiro Funamizu. Localized and global representation of prior value, sensory evidence, and choice in male mouse cerebral cortex. Nature communications. 2024. 15. 1. 4071-4071
Akihiro Funamizu, Fred Marbach, Anthony M Zador. Stable sound decoding despite modulated sound representation in the auditory cortex. Current biology : CB. 2023
Akihiro Funamizu, Fred Marbach, Anthony M Zador. Stable sound decoding despite modulated sound representation in the auditory cortex. bioRxiv : the preprint server for biology. 2023