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Toshihiro Ota

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Journal Articles

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2023
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  - journals/neco/OtaK23
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Toshihiro Ota, Ryo Karakida:
Attention in a Family of Boltzmann Machines Emerging From Modern Hopfield Networks. Neural Comput. 35(8): 1463-1480 (2023)

Conference and Workshop Papers

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2023
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Toshihiro Ota, Ikuro Sato, Rei Kawakami, Masayuki Tanaka, Nakamasa Inoue:
Learning with Partial Forgetting in Modern Hopfield Networks. AISTATS 2023: 6661-6673

Informal and Other Publications

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2024
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  - journals/corr/abs-2403-19925
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Toshihiro Ota:
Decision Mamba: Reinforcement Learning via Sequence Modeling with Selective State Spaces. CoRR abs/2403.19925 (2024)
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  - journals/corr/abs-2406-12220
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Ryo Karakida, Toshihiro Ota, Masato Taki:
Hierarchical Associative Memory, Parallelized MLP-Mixer, and Symmetry Breaking. CoRR abs/2406.12220 (2024)
2023
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  - journals/corr/abs-2304-13061
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Toshihiro Ota, Masato Taki:
iMixer: hierarchical Hopfield network implies an invertible, implicit and iterative MLP-Mixer. CoRR abs/2304.13061 (2023)
2022
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  - journals/corr/abs-2212-04692
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Toshihiro Ota, Ryo Karakida:
Attention in a family of Boltzmann machines emerging from modern Hopfield networks. CoRR abs/2212.04692 (2022)

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