Back-Propagation Learning of Autonomous Behaviour: A Mobile Robot Khepera Took a Lesson from the Future Consequences. - Kazuyuki Murase; Takaharu Wakida; Ryoichi Odagiri; Wei Yu; Hirotaka Akita; Tatsuya Asai (ICES, 1998)

Back-Propagation Learning in Real Autonomous Mobile Robot Using Proximal and Distal Evaluation of Behavior . - Hirotaka Akita; Md. Monirul Islam; Tooru Matumoto; Kazuyuki Murase (IJCNN (6), 2000)

Representative Evolution: A Simple and Efficient Algorithm for Artificial Neural Network Evolution. - Md. Monirul Islam; Hirotaka Akita; Kazuyuki Murase; M. Shahjahan (IJCNN (6), 2000)

Atomic Distance Kernel for Material Property Prediction. - Hirotaka Akita; Yukino Baba; Hisashi Kashima; Atsuto Seko (ICONIP (1), 2017)

BayesGrad: Explaining Predictions of Graph Convolutional Networks. - Hirotaka Akita; Kosuke Nakago; Tomoki Komatsu; Yohei Sugawara; Shin-ichi Maeda; Yukino Baba; Hisashi Kashima (ICONIP (5), 2018)

Dual Convolutional Neural Network for Graph of Graphs Link Prediction. - Shonosuke Harada; Hirotaka Akita; Masashi Tsubaki; Yukino Baba; Ichigaku Takigawa; Yoshihiro Yamanishi; Hisashi Kashima (CoRR, 2018)

Graph Residual Flow for Molecular Graph Generation. - Shion Honda; Hirotaka Akita; Katsuhiko Ishiguro; Toshiki Nakanishi; Kenta Oono (CoRR, 2019)

Data Transfer Approaches to Improve Seq-to-Seq Retrosynthesis. - Katsuhiko Ishiguro; Kazuya Ujihara; Ryohto Sawada; Hirotaka Akita; Masaaki Kotera (CoRR, 2020)

Dual graph convolutional neural network for predicting chemical networks. - Shonosuke Harada; Hirotaka Akita; Masashi Tsubaki; Yukino Baba; Ichigaku Takigawa; Yoshihiro Yamanishi; Hisashi Kashima (BMC Bioinform., 2020)