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2020 – today
- 2024
[i8]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 abs/2406.19792 (2024)- 2023
- [c16]Seiji Takeda, Akihiro Kishimoto, Lisa Hamada, Daiju Nakano, John R. Smith:
Foundation Model for Material Science. AAAI 2023: 15376-15383 - [i7]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 abs/2309.16374 (2023) - [i6]Eduardo E. M. Soares, Akihiro Kishimoto, Emilio Vital Brazil, Seiji Takeda, Hiroshi Kajino, Renato Cerqueira:
Improving Molecular Properties Prediction Through Latent Space Fusion. CoRR abs/2310.13802 (2023) - 2022
- [i5]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 abs/2207.03928 (2022) - 2021
- [i4]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 abs/2108.03044 (2021) - 2020
- [c15]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: 313-320 - [c14]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: 2961-2969 - [i3]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 abs/2001.09038 (2020) - [i2]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 abs/2004.11521 (2020)
2010 – 2019
- 2019
- [j4]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): 49-55 (2019) - [j3]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: 100-123 (2019) - 2018
- [c13]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: 616-624 - [c12]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: 635-643 - [c11]Yoshimasa Ohmoto, Seiji Takeda, Toyoaki Nishida:
Improving Context Understanding Using Avatar's Affective Expressions Reflecting Operator's Mental States. VS-GAMES 2018: 1-4 - [i1]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 abs/1808.04962 (2018) - 2017
- [c10]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: 449-456 - [c9]Gouhei Tanaka, Ryosho Nakane, Toshiyuki Yamane, Seiji Takeda, Daiju Nakano, Shigeru Nakagawa, Akira Hirose:
Waveform Classification by Memristive Reservoir Computing. ICONIP (4) 2017: 457-465 - [c8]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: 639-647 - [c7]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: 315-324 - 2016
- [c6]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: 187-194 - [c5]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: 205-212 - [c4]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: 222-230 - 2015
- [c3]Yoshimasa Ohmoto, Seiji Takeda, Toyoaki Nishida:
Distinction of Intrinsic and Extrinsic Stress in an Exercise Game by Combining Multiple Physiological Indices. VS-GAMES 2015: 1-4 - 2014
- [c2]Tsutomu Terada, Seiji Takeda, Masahiko Tsukamoto, Yutaka Yanagisawa, Yasue Kishino, Takayuki Suyama:
On achieving dependability for wearable computing by device bypassing. AH 2014: 8:1-8:4 - 2012
- [j2]Seiji Takeda, Tsutomu Terada, Masahiko Tsukamoto:
Implicit Context Awareness by Face Recognition. J. Mobile Multimedia 8(2): 132-148 (2012) - 2011
- [j1]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): 3276-3282 (2011) - [c1]Seiji Takeda, Tsutomu Terada, Masahiko Tsukamoto:
Implicit context awareness by face recognition. MoMM 2011: 26-33
Coauthor Index
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