Kotaro Kimura

Journal Nature Communications, September 2021

Cross-species behavior analysis with attention-based domain-adversarial deep neural networks

Takuya Maekawa , Daiki Hgashide , Takahiro Hara , Kentaro Matsumura , Kaoru Ide , Takahisa Miyatake , Kotaro Kimura , Susumu Takahashi ,

Journal Nature Communications, October 2020

Deep Learning-assisted Comparative Analysis of Animal Trajectories with DeepHL *

Takuya Maekawa , Kazuya Ohara , Yizhe Zhang , Matasaburo Fukutomi , Sakiko Matsumoto , Kentaro Matsumura , Hisashi Shidara , Shuhei Yamazaki , Ryusuke Fujisawa , Kaoru Ide , Naohisa Nagaya , Koji Yamazaki , Shinsuke Koike , Takahisa Miyatake , Kotaro Kimura , Hiroto Ogawa , Susumu Takahashi , Ken Yoda ,

国内会議 人工知能学会 全国大会, 2020年3月

深層学習を用いた生物移動軌跡の教師なしセグメンテーションに関する検討

辻本 大輝 , 竹内 孝 , 岸野 泰恵 , 鈴木 宏和 , 依田 憲 , Kotaro Kimura , 前川 卓也 , 原 隆浩 ,

国内会議 計測自動制御学会システムインテグレーション部門講演会, 2019年12月

構成論的アプローチによる線虫の感覚応答行動に関する神経回路解明に関する検討

辻本 大輝 , 前川 卓也 , 原 隆浩 , Yuki Tanimoto , Kotaro Kimura ,

Journal Frontiers in Neuroscience, June 2019

Steftr: a Hybrid Versatile Method for State Estimation and Feature Extraction from the Trajectory of Animal Behavior

Shuhei Yamazaki , Kazuya Ohara , Kentaro Ito , Nobuo Kokubun , Takuma Kitanishi , Daisuke Takaichi , Yasufumi Yamada , Yosuke Ikejiri , Fumie Hiramatsu , Kosuke Fujita , Yuki Tanimoto , Akiko Yamazoe-Umemoto , Koichi Hashimoto , Katsufumi Sato , Ken Yoda , Akinori Takahashi , Yuki Ishikawa , Azusa Kamikouchi , Shizuko Hiryu , Takuya Maekawa , Kotaro Kimura ,

国内会議 Annual Meeting of the Japan Neuroscience Society, July 2018

Trajectory Analysis of Navigation by Machine Learning: Experience-Dependent Modulation of Olfactory Behavior in C. Elegans

Kotaro Kimura , Shuhei Yamazaki , Yosuke Ikejiri , Takuya Maekawa ,

Int'l Proc. International C. elegans Conference, June 2017

Pan-Behavioromics: Comprehensive Analysis of Worms Behavior Using Machine Learning Methods and Its Application to Animals in General

Kotaro Kimura , Shuhei Yamazaki , Ichiro Takeuchi , Takuya Maekawa ,

Int'l Proc. International C. elegans Conference, June 2017

Learning-dependent behavioral modulation of sensory behavior revealed by machine learning and optophysiological analysis in a virtual environment

Shuhei Yamazaki , Yosuke Ikejiri , Fumie Hiramatsu , Akiko Yamazoe-Umemoto , Kosuke Fujita , Yuki Tanimoto , Koichi Hashimoto , Takuya Maekawa , Kotaro Kimura ,

Int'l Proc. International C. elegans Conference, June 2017

Comparative Analysis of Worms Behavior with Deep Neural Networks

Takuya Maekawa , Kazuya Ohara , Yizhe Zhang , Kotaro Kimura , Shuhei Yamazaki ,