Seiji Takeda

According to our database, Seiji Takeda authored at least 24 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Improving Molecular Properties Prediction Through Latent Space Fusion.

Eduardo E. M. Soares, Akihiro Kishimoto, Emilio Vital Brazil, Seiji Takeda, Hiroshi Kajino, Renato Cerqueira

CoRR, 2023

MHG-GNN: Combination of Molecular Hypergraph Grammar with Graph Neural Network.

Akihiro Kishimoto, Hiroshi Kajino, Masataka Hirose, Junta Fuchiwaki, Indra Priyadarsini, Lisa Hamada, Hajime Shinohara, Daiju Nakano, Seiji Takeda

CoRR, 2023

Foundation Model for Material Science.

Seiji Takeda, Akihiro Kishimoto, Lisa Hamada, Daiju Nakano, John R. Smith

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

GT4SD: Generative Toolkit for Scientific Discovery.

Matteo Manica, Joris Cadow, Dimitrios Christofidellis, Ashish Dave, Jannis Born, Dean Clarke, Yves Gaetan Nana Teukam, Samuel C. Hoffman, Matthew Buchan, Vijil Chenthamarakshan, Timothy Donovan, Hsiang-Han Hsu, Federico Zipoli, Oliver Schilter, Giorgio Giannone, Akihiro Kishimoto, Lisa Hamada, Inkit Padhi, Karl Wehden, Lauren McHugh, Alexy Khrabrov, Payel Das, Seiji Takeda, John R. Smith

CoRR, 2022

2021

Molecule Generation Experience: An Open Platform of Material Design for Public Users.

Seiji Takeda, Toshiyuki Hama, Hsiang-Han Hsu, Akihiro Kishimoto, Makoto Kogoh, Takumi Hongo, Kumiko Fujieda, Hideaki Nakashika, Dmitry Zubarev, Daniel P. Sanders, Jed W. Pitera, Junta Fuchiwaki, Daiju Nakano

CoRR, 2021

2020

AI-driven Inverse Design System for Organic Molecules.

Seiji Takeda, Toshiyuki Hama, Hsiang-Han Hsu, Toshiyuki Yamane, Koji Masuda, Victoria A. Piunova, Dmitry Zubarev, Jed Pitera, Daniel P. Sanders, Daiju Nakano

CoRR, 2020

Molecular Inverse-Design Platform for Material Industries.

Seiji Takeda, Toshiyuki Hama, Hsiang-Han Hsu, Victoria A. Piunova, Dmitry Zubarev, Daniel P. Sanders, Jed W. Pitera, Makoto Kogoh, Takumi Hongo, Yenwei Cheng, Wolf Bocanett, Hideaki Nakashika, Akihiro Fujita, Yuta Tsuchiya, Katsuhiko Hino, Kentaro Yano, Shuichi Hirose, Hiroki Toda, Yasumitsu Orii, Daiju Nakano

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Realizing A Composable Enterprise Microservices Fabric with AI-Accelerated Material Discovery API Services.

Rong N. Chang, Kumar Bhaskaran, Prasenjit Dey, Hsiang-Han Hsu, Seiji Takeda, Toshiyuki Hama

Proceedings of the 13th IEEE International Conference on Cloud Computing, 2020

2019

Recent advances in physical reservoir computing: A review.

Gouhei Tanaka, Toshiyuki Yamane, Jean Benoit Héroux, Ryosho Nakane, Naoki Kanazawa, Seiji Takeda, Hidetoshi Numata, Daiju Nakano, Akira Hirose

Neural Networks, 2019

Physical reservoir computing: Possibility to resolve the inconsistency between neuro-AI principles and its hardware.

Akira Hirose, Seiji Takeda, Toshiyuki Yamane, Hidetoshi Numata, Naoki Kanazawa, Jean Benoit Héroux, Daiju Nakano, Ryosho Nakane, Gouhei Tanaka

Aust. J. Intell. Inf. Process. Syst., 2019

2018

Improving Context Understanding Using Avatar's Affective Expressions Reflecting Operator's Mental States.

Yoshimasa Ohmoto, Seiji Takeda, Toyoaki Nishida

Proceedings of the 10th International Conference on Virtual Worlds and Games for Serious Applications, 2018

Dimensionality Reduction by Reservoir Computing and Its Application to IoT Edge Computing.

Toshiyuki Yamane, Hidetoshi Numata, Jean Benoit Héroux, Naoki Kanazawa, Seiji Takeda, Gouhei Tanaka, Ryosho Nakane, Akira Hirose, Daiju Nakano

Proceedings of the Neural Information Processing - 25th International Conference, 2018

Proposal of Carrier-Wave Reservoir Computing.

Akira Hirose, Gouhei Tanaka, Seiji Takeda, Toshiyuki Yamane, Hidetoshi Numata, Naoki Kanazawa, Jean Benoit Héroux, Daiju Nakano, Ryosho Nakane

Proceedings of the Neural Information Processing - 25th International Conference, 2018

2017

Effect of Visual Feedback Caused by Changing Mental States of the Avatar Based on the Operator's Mental States Using Physiological Indices.

Yoshimasa Ohmoto, Seiji Takeda, Toyoaki Nishida

Proceedings of the Intelligent Virtual Agents - 17th International Conference, 2017

Simulation Study of Physical Reservoir Computing by Nonlinear Deterministic Time Series Analysis.

Toshiyuki Yamane, Seiji Takeda, Daiju Nakano, Gouhei Tanaka, Ryosho Nakane, Akira Hirose, Shigeru Nakagawa

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Waveform Classification by Memristive Reservoir Computing.

Gouhei Tanaka, Ryosho Nakane, Toshiyuki Yamane, Seiji Takeda, Daiju Nakano, Shigeru Nakagawa, Akira Hirose

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Complex-Valued Neural Networks for Wave-Based Realization of Reservoir Computing.

Akira Hirose, Seiji Takeda, Toshiyuki Yamane, Daiju Nakano, Shigeru Nakagawa, Ryosho Nakane, Gouhei Tanaka

Proceedings of the Neural Information Processing - 24th International Conference, 2017

2016

Dynamics of Reservoir Computing at the Edge of Stability.

Toshiyuki Yamane, Seiji Takeda, Daiju Nakano, Gouhei Tanaka, Ryosho Nakane, Shigeru Nakagawa, Akira Hirose

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Exploiting Heterogeneous Units for Reservoir Computing with Simple Architecture.

Gouhei Tanaka, Ryosho Nakane, Toshiyuki Yamane, Daiju Nakano, Seiji Takeda, Shigeru Nakagawa, Akira Hirose

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Photonic Reservoir Computing Based on Laser Dynamics with External Feedback.

Seiji Takeda, Daiju Nakano, Toshiyuki Yamane, Gouhei Tanaka, Ryosho Nakane, Akira Hirose, Shigeru Nakagawa

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

2015

Distinction of Intrinsic and Extrinsic Stress in an Exercise Game by Combining Multiple Physiological Indices.

Yoshimasa Ohmoto, Seiji Takeda, Toyoaki Nishida

Proceedings of the 7th International Conference on Games and Virtual Worlds for Serious Applications, 2015

2014

On achieving dependability for wearable computing by device bypassing.

Tsutomu Terada, Seiji Takeda, Masahiko Tsukamoto, Yutaka Yanagisawa, Yasue Kishino, Takayuki Suyama

Proceedings of the 5th Augmented Human International Conference, 2014

2012

Implicit Context Awareness by Face Recognition.

Seiji Takeda, Tsutomu Terada, Masahiko Tsukamoto

J. Mobile Multimedia, 2012

2011

A theoretical study of CO adsorption on gold by Hückel theory and density functional theory calculations.

Keju Sun, Masanori Kohyama, Shingo Tanaka, Seiji Takeda

J. Comput. Chem., 2011