Seiji Takeda

31 papers A* 2B 2C 1Journal 15Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
LLM-Fusion: A Novel Multimodal Fusion Model for Accelerated Material Discovery.
CoRR
Onur Boyar, Indra Priyadarsini, Seiji Takeda, Lisa Hamada
2025 J jnl
Multi-view mixture-of-experts for predicting molecular properties using SMILES, SELFIES, and graph-based representations.
Mach. Learn. Sci. Technol.
Eduardo E. M. Soares, Victor Yukio Shirasuna, Emilio Vital Brazil, Indra Priyadarsini, Seiji Takeda
2024 J jnl
Improving Performance Prediction of Electrolyte Formulations with Transformer-based Molecular Representation Model.
CoRR
Indra Priyadarsini, Vidushi Sharma, Seiji Takeda, Akihiro Kishimoto, Lisa Hamada, Hajime Shinohara
2024 J jnl
SELF-BART : A Transformer-based Molecular Representation Model using SELFIES.
CoRR
Indra Priyadarsini, Seiji Takeda, Lisa Hamada, Emilio Vital Brazil, Eduardo E. M. Soares, Hajime Shinohara
2023 A* conf
Foundation Model for Material Science.
AAAI
Seiji Takeda, Akihiro Kishimoto, Lisa Hamada, Daiju Nakano, John R. Smith
2023 J jnl
Improving Molecular Properties Prediction Through Latent Space Fusion.
CoRR
Eduardo E. M. Soares, Akihiro Kishimoto, Emilio Vital Brazil, Seiji Takeda, Hiroshi Kajino, Renato Cerqueira
2023 J jnl
MHG-GNN: Combination of Molecular Hypergraph Grammar with Graph Neural Network.
CoRR
Akihiro Kishimoto, Hiroshi Kajino, Masataka Hirose, Junta Fuchiwaki, Indra Priyadarsini, Lisa Hamada, Hajime Shinohara, Daiju Nakano, Seiji Takeda
2022 J jnl
GT4SD: Generative Toolkit for Scientific Discovery.
CoRR
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
2021 J jnl
Molecule Generation Experience: An Open Platform of Material Design for Public Users.
CoRR
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
2020 J jnl
AI-driven Inverse Design System for Organic Molecules.
CoRR
Seiji Takeda, Toshiyuki Hama, Hsiang-Han Hsu, Toshiyuki Yamane, Koji Masuda, Victoria A. Piunova, Dmitry Zubarev, Jed Pitera, Daniel P. Sanders, Daiju Nakano
2020 A* conf
Molecular Inverse-Design Platform for Material Industries.
KDD
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
2020 J jnl
Molecular Inverse-Design Platform for Material Industries.
CoRR
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
2020 B conf
Realizing A Composable Enterprise Microservices Fabric with AI-Accelerated Material Discovery API Services.
CLOUD
Rong N. Chang, Kumar Bhaskaran, Prasenjit Dey, Hsiang-Han Hsu, Seiji Takeda, Toshiyuki Hama
2019 J jnl
Physical reservoir computing: Possibility to resolve the inconsistency between neuro-AI principles and its hardware.
Aust. J. Intell. Inf. Process. Syst.
Akira Hirose, Seiji Takeda, Toshiyuki Yamane, Hidetoshi Numata, Naoki Kanazawa, Jean Benoit Héroux, Daiju Nakano, Ryosho Nakane, Gouhei Tanaka
2019 J jnl
Recent advances in physical reservoir computing: A review.
Neural Networks
Gouhei Tanaka, Toshiyuki Yamane, Jean Benoit Héroux, Ryosho Nakane, Naoki Kanazawa, Seiji Takeda, Hidetoshi Numata, Daiju Nakano, Akira Hirose
2018 — conf
Dimensionality Reduction by Reservoir Computing and Its Application to IoT Edge Computing.
ICONIP (1)
Toshiyuki Yamane, Hidetoshi Numata, Jean Benoit Héroux, Naoki Kanazawa, Seiji Takeda, Gouhei Tanaka, Ryosho Nakane, Akira Hirose, Daiju Nakano
2018 — conf
Improving Context Understanding Using Avatar's Affective Expressions Reflecting Operator's Mental States.
VS-GAMES
Yoshimasa Ohmoto, Seiji Takeda, Toyoaki Nishida
2018 — conf
Proposal of Carrier-Wave Reservoir Computing.
ICONIP (1)
Akira Hirose, Gouhei Tanaka, Seiji Takeda, Toshiyuki Yamane, Hidetoshi Numata, Naoki Kanazawa, Jean Benoit Héroux, Daiju Nakano, Ryosho Nakane
2018 J jnl
Recent Advances in Physical Reservoir Computing: A Review.
CoRR
Gouhei Tanaka, Toshiyuki Yamane, Jean Benoit Héroux, Ryosho Nakane, Naoki Kanazawa, Seiji Takeda, Hidetoshi Numata, Daiju Nakano, Akira Hirose
2017 — conf
Complex-Valued Neural Networks for Wave-Based Realization of Reservoir Computing.
ICONIP (4)
Akira Hirose, Seiji Takeda, Toshiyuki Yamane, Daiju Nakano, Shigeru Nakagawa, Ryosho Nakane, Gouhei Tanaka
2017 B conf
Effect of Visual Feedback Caused by Changing Mental States of the Avatar Based on the Operator's Mental States Using Physiological Indices.
IVA
Yoshimasa Ohmoto, Seiji Takeda, Toyoaki Nishida
2017 — conf
Simulation Study of Physical Reservoir Computing by Nonlinear Deterministic Time Series Analysis.
ICONIP (1)
Toshiyuki Yamane, Seiji Takeda, Daiju Nakano, Gouhei Tanaka, Ryosho Nakane, Akira Hirose, Shigeru Nakagawa
2017 — conf
Waveform Classification by Memristive Reservoir Computing.
ICONIP (4)
Gouhei Tanaka, Ryosho Nakane, Toshiyuki Yamane, Seiji Takeda, Daiju Nakano, Shigeru Nakagawa, Akira Hirose
2016 — conf
Dynamics of Reservoir Computing at the Edge of Stability.
ICONIP (1)
Toshiyuki Yamane, Seiji Takeda, Daiju Nakano, Gouhei Tanaka, Ryosho Nakane, Shigeru Nakagawa, Akira Hirose
2016 — conf
Exploiting Heterogeneous Units for Reservoir Computing with Simple Architecture.
ICONIP (1)
Gouhei Tanaka, Ryosho Nakane, Toshiyuki Yamane, Daiju Nakano, Seiji Takeda, Shigeru Nakagawa, Akira Hirose
2016 — conf
Photonic Reservoir Computing Based on Laser Dynamics with External Feedback.
ICONIP (1)
Seiji Takeda, Daiju Nakano, Toshiyuki Yamane, Gouhei Tanaka, Ryosho Nakane, Akira Hirose, Shigeru Nakagawa
2015 — conf
Distinction of Intrinsic and Extrinsic Stress in an Exercise Game by Combining Multiple Physiological Indices.
VS-GAMES
Yoshimasa Ohmoto, Seiji Takeda, Toyoaki Nishida
2014 — conf
On achieving dependability for wearable computing by device bypassing.
AH
Tsutomu Terada, Seiji Takeda, Masahiko Tsukamoto, Yutaka Yanagisawa, Yasue Kishino, Takayuki Suyama
2012 J jnl
Implicit Context Awareness by Face Recognition.
J. Mobile Multimedia
Seiji Takeda, Tsutomu Terada, Masahiko Tsukamoto
2011 J jnl
A theoretical study of CO adsorption on gold by Hückel theory and density functional theory calculations.
J. Comput. Chem.
Keju Sun, Masanori Kohyama, Shingo Tanaka, Seiji Takeda
2011 C conf
Implicit context awareness by face recognition.
MoMM
Seiji Takeda, Tsutomu Terada, Masahiko Tsukamoto