Takashi Hayakawa

Profile Information

Affiliation: Assistant Professor, School of Medicine Department of Medicine, Nihon University

Degree: 博士(医学)(京都大学)

Researcher number: 30756789
J-GLOBAL ID: 201801006367066578
researchmap Member ID: B000335011

神経回路の統計力学、およびその統計的学習との接点に興味を持って研究をしている。より広い観点からは生物の脳を理解したいと考えている。

Research Interests

Research Areas

Major Research History

Apr, 2015 - Mar, 2018

RIKEN Brain Science Institute

Education

Apr, 2010 - Mar, 2015

医学専攻, Graduate School of Medicine, Kyoto University
Apr, 2001 - Mar, 2007

医学科医学専攻, Faculty of Medicine, Kyoto University

Awards

Nov, 2014

IBIS2014 学生奨励賞, 電気情報通信学会
Nov, 2014

IBIS2014 学生奨励賞, データの能動的獲得に基づく一般化情報量最大化学習, 日本電気通信情報学会

早川隆, 青柳富誌生

Papers

Identifying antidepressants less likely to cause hyponatremia: triangulation of retrospective cohort, disproportionality, and pharmacodynamic studies

Takuya Nagashima, Takashi Hayakawa, Hayato Akimoto, Kimino Minagawa, Yasuo Takahashi, Satoshi Asai

Clinical Pharmacology and Therapeutics, Mar 8, 2022 Peer-reviewed
Signal Detection of Potential Hepatotoxic Drugs: Case-Control Study Using Both a Spontaneous Reporting System and Electronic Medical Records

Hayato Akimoto, Takuya Nagashima, Kimino Minagawa, Takashi Hayakawa, Yasuo Takahashi, Satoshi Asai

Biological and Pharmaceutical Bulletin, 44(10) 1514-1523, Oct 1, 2021 Peer-reviewed
Spontaneous and stimulus-induced coherent states of critically balanced neuronal networks

Takashi Hayakawa, Tomoki Fukai

Physical Review Research, 2 013253-1-013253-39, Mar, 2020 Peer-reviewedLead authorCorresponding author
タンパクの立体構造の機械学習と物理学

早川隆

日本大学医学部一般教育研究紀要, (47) 17-28, Dec, 2019 Lead authorCorresponding author
Learning in neural networks based on a generalized fluctuation theorem

Takashi Hayakawa, Toshio Aoyagi

PHYSICAL REVIEW E, 92(5) 1-11, Nov, 2015 Peer-reviewed
A biologically plausible learning rule for the Infomax on recurrent neural networks

Takashi Hayakawa, Takeshi Kaneko, Toshio Aoyagi

FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 8(143) 1-19, Nov, 2014 Peer-reviewed
Thromboxane receptor activation enhances striatal dopamine release, leading to suppression of GABAergic transmission and enhanced sugar intake

Tomoyuki Mitsumori, Tomoyuki Furuyashiki, Toshihiko Momiyama, Akinori Nishi, Takahide Shuto, Takashi Hayakawa, Fumitaka Ushikubi, Shiho Kitaoka, Tomohiro Aoki, Haruhisa Inoue, Toshiyuki Matsuoka, Shuh Narumiya

EUROPEAN JOURNAL OF NEUROSCIENCE, 34(4) 594-604, Aug, 2011 Peer-reviewed
Vesicular Glutamate Transporter 3-Expressing Nonserotonergic Projection Neurons Constitute a Subregion in the Rat Midbrain Raphe Nuclei

Hiroyuki Hioki, Hisashi Nakamura, Yun-Fei Ma, Michiteru Konno, Takashi Hayakawa, Kouichi C. Nakamura, Fumino Fujiyama, Takeshi Kaneko

JOURNAL OF COMPARATIVE NEUROLOGY, 518(5) 668-686, Mar, 2010 Peer-reviewed

Misc.

27pAJ-9 Information Maximization in the Actor-Critic model and its Biological Implementation

Hayakawa Takashi, Kaneko Takeshi, Aoyagi Toshio

Meeting abstracts of the Physical Society of Japan, 69(1) 301-301, Mar 5, 2014
29pXR-8 Consideration on Conditions which allow Local Learning of Recurrent Neuronal Networks

Hayakawa Takashi, Kaneko Takeshi, Aoyagi Toshio

Meeting Abstracts of the Physical Society of Japan, 68 409-409, 2013
Statistical Eigenmode Analysis of Dynamical Systems by means of a Time-Averaged Kernel

Hayakawa Takashi, Aoyagi Toshio, Iba Yukito

Meeting Abstracts of the Physical Society of Japan, 68 293-293, 2013
Exploration for cortical dynamics with Monte Carlo sampling of learning rules

HAYAKAWA Takashi, KANEKO Takeshi, IBA Yukito, AOYAGI Toshio

日本神経回路学会全国大会講演論文集, 21st 56-57, Dec 15, 2011
Characterization of glutamatergic neurons in the rat midbrain raphe nuclei

Hiroyuki Hioki, Hisashi Nakamura, Yun-Fei Ma, Kouichi Nakamura, Takashi Hayakawa, Takeshi Kaneko

NEUROSCIENCE RESEARCH, 58 S76-S76, 2007
Characterization of glutamatergic neurons in the rat midbrain raphe nuclei

Takashi Hayakawa, Hiroyuki Hioki, Kouichi Nakamura, Hisashi Nakamura, Takeshi Kaneko

NEUROSCIENCE RESEARCH, 55 S209-S209, 2006

Presentations

免疫受容体レパトアの分子動力学的解析とスパース統計モデリング

早川隆, 小松徳太郎, 糸井充穂

日本物理学会 2020年秋季大会, Sep 11, 2020
動的均衡にあるランダム結合神経回路の場の理論的解析

早川隆

RIMS共同研究力学系-新たな理論と応用に向けて-, Jun 6, 2019, 東北大学AIMR, 千葉逸人
動的均衡にある神経回路の理論解析とレザボワ計算

早川隆, 深井朋樹

日本物理学会第74回年次大会, Mar 16, 2019
Spontaneous and stimulus-induced coherent states of dynamically balanced neuronal networks

Takashi Hayakawa, and Tomoki Fukai

第41回神経科学大会, Jul 27, 2018
Mean-field theory and coherent states of dynamically balanced neuronal networks

Takashi Hayakawa, and Tomoki Fukai

27th Annual Computational Neuroscience Meeting (CNS2018), Jul 13, 2018

Professional Memberships

Major Research Projects

脳多元自発活動の創発と遷移による脳のデザインビルド

日本学術振興会

Profile Information

Research Interests

Research Areas

Major Research History

Education

Awards

Papers

Misc.

Presentations

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