Seiji Takeda

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 24

Top Topics

Dimensionality Reduction

Reservoir Computing

Top Venues

Publications

Indra Priyadarsini, Vidushi Sharma, Seiji Takeda, Akihiro Kishimoto, Lisa Hamada, Hajime Shinohara
Improving Performance Prediction of Electrolyte Formulations with Transformer-based Molecular Representation Model. CoRR (2024)
Seiji Takeda, Akihiro Kishimoto, Lisa Hamada, Daiju Nakano, John R. Smith
Foundation Model for Material Science. AAAI (2023)
Eduardo E. M. Soares, Akihiro Kishimoto, Emilio Vital Brazil, Seiji Takeda, Hiroshi Kajino, Renato Cerqueira
Improving Molecular Properties Prediction Through Latent Space Fusion. CoRR (2023)
Akihiro Kishimoto, Hiroshi Kajino, Masataka Hirose, Junta Fuchiwaki, Indra Priyadarsini, Lisa Hamada, Hajime Shinohara, Daiju Nakano, Seiji Takeda
MHG-GNN: Combination of Molecular Hypergraph Grammar with Graph Neural Network. CoRR (2023)
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
GT4SD: Generative Toolkit for Scientific Discovery. CoRR (2022)
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
Molecule Generation Experience: An Open Platform of Material Design for Public Users. CoRR (2021)
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
Molecular Inverse-Design Platform for Material Industries. CoRR (2020)
Seiji Takeda, Toshiyuki Hama, Hsiang-Han Hsu, Toshiyuki Yamane, Koji Masuda, Victoria A. Piunova, Dmitry Zubarev, Jed Pitera, Daniel P. Sanders, Daiju Nakano
AI-driven Inverse Design System for Organic Molecules. CoRR (2020)
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
Molecular Inverse-Design Platform for Material Industries. KDD (2020)
Rong N. Chang, Kumar Bhaskaran, Prasenjit Dey, Hsiang-Han Hsu, Seiji Takeda, Toshiyuki Hama
Realizing A Composable Enterprise Microservices Fabric with AI-Accelerated Material Discovery API Services. CLOUD (2020)
Akira Hirose, Seiji Takeda, Toshiyuki Yamane, Hidetoshi Numata, Naoki Kanazawa, Jean Benoit Héroux, Daiju Nakano, Ryosho Nakane, Gouhei Tanaka
Physical reservoir computing: Possibility to resolve the inconsistency between neuro-AI principles and its hardware. Aust. J. Intell. Inf. Process. Syst. 16 (4) (2019)
Gouhei Tanaka, Toshiyuki Yamane, Jean Benoit Héroux, Ryosho Nakane, Naoki Kanazawa, Seiji Takeda, Hidetoshi Numata, Daiju Nakano, Akira Hirose
Recent advances in physical reservoir computing: A review. Neural Networks 115 (2019)
Akira Hirose, Gouhei Tanaka, Seiji Takeda, Toshiyuki Yamane, Hidetoshi Numata, Naoki Kanazawa, Jean Benoit Héroux, Daiju Nakano, Ryosho Nakane
Proposal of Carrier-Wave Reservoir Computing. ICONIP (1) (2018)
Gouhei Tanaka, Toshiyuki Yamane, Jean Benoit Héroux, Ryosho Nakane, Naoki Kanazawa, Seiji Takeda, Hidetoshi Numata, Daiju Nakano, Akira Hirose
Recent Advances in Physical Reservoir Computing: A Review. CoRR (2018)
Toshiyuki Yamane, Hidetoshi Numata, Jean Benoit Héroux, Naoki Kanazawa, Seiji Takeda, Gouhei Tanaka, Ryosho Nakane, Akira Hirose, Daiju Nakano
Dimensionality Reduction by Reservoir Computing and Its Application to IoT Edge Computing. ICONIP (1) (2018)
Yoshimasa Ohmoto, Seiji Takeda, Toyoaki Nishida
Improving Context Understanding Using Avatar's Affective Expressions Reflecting Operator's Mental States. VS-GAMES (2018)
Gouhei Tanaka, Ryosho Nakane, Toshiyuki Yamane, Seiji Takeda, Daiju Nakano, Shigeru Nakagawa, Akira Hirose
Waveform Classification by Memristive Reservoir Computing. ICONIP (4) (2017)
Toshiyuki Yamane, Seiji Takeda, Daiju Nakano, Gouhei Tanaka, Ryosho Nakane, Akira Hirose, Shigeru Nakagawa
Simulation Study of Physical Reservoir Computing by Nonlinear Deterministic Time Series Analysis. ICONIP (1) (2017)
Akira Hirose, Seiji Takeda, Toshiyuki Yamane, Daiju Nakano, Shigeru Nakagawa, Ryosho Nakane, Gouhei Tanaka
Complex-Valued Neural Networks for Wave-Based Realization of Reservoir Computing. ICONIP (4) (2017)
Yoshimasa Ohmoto, Seiji Takeda, Toyoaki Nishida
Effect of Visual Feedback Caused by Changing Mental States of the Avatar Based on the Operator's Mental States Using Physiological Indices. IVA (2017)
Seiji Takeda, Daiju Nakano, Toshiyuki Yamane, Gouhei Tanaka, Ryosho Nakane, Akira Hirose, Shigeru Nakagawa
Photonic Reservoir Computing Based on Laser Dynamics with External Feedback. ICONIP (1) (2016)
Toshiyuki Yamane, Seiji Takeda, Daiju Nakano, Gouhei Tanaka, Ryosho Nakane, Shigeru Nakagawa, Akira Hirose
Dynamics of Reservoir Computing at the Edge of Stability. ICONIP (1) (2016)
Gouhei Tanaka, Ryosho Nakane, Toshiyuki Yamane, Daiju Nakano, Seiji Takeda, Shigeru Nakagawa, Akira Hirose
Exploiting Heterogeneous Units for Reservoir Computing with Simple Architecture. ICONIP (1) (2016)
Yoshimasa Ohmoto, Seiji Takeda, Toyoaki Nishida
Distinction of Intrinsic and Extrinsic Stress in an Exercise Game by Combining Multiple Physiological Indices. VS-GAMES (2015)
Tsutomu Terada, Seiji Takeda, Masahiko Tsukamoto, Yutaka Yanagisawa, Yasue Kishino, Takayuki Suyama
On achieving dependability for wearable computing by device bypassing. AH (2014)
Seiji Takeda, Tsutomu Terada, Masahiko Tsukamoto
Implicit Context Awareness by Face Recognition. J. Mobile Multimedia 8 (2) (2012)
Keju Sun, Masanori Kohyama, Shingo Tanaka, Seiji Takeda
A theoretical study of CO adsorption on gold by Hückel theory and density functional theory calculations. J. Comput. Chem. 32 (15) (2011)
Seiji Takeda, Tsutomu Terada, Masahiko Tsukamoto
Implicit context awareness by face recognition. MoMM (2011)