Seiji Takeda

According to our database1, Seiji Takeda authored at least 26 papers between 2011 and 2024.

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Bibliography

2024
SELF-BART : A Transformer-based Molecular Representation Model using SELFIES.
CoRR, 2024

Improving Performance Prediction of Electrolyte Formulations with Transformer-based Molecular Representation Model.
CoRR, 2024

2023
Improving Molecular Properties Prediction Through Latent Space Fusion.
CoRR, 2023

MHG-GNN: Combination of Molecular Hypergraph Grammar with Graph Neural Network.
CoRR, 2023

Foundation Model for Material Science.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
GT4SD: Generative Toolkit for Scientific Discovery.
CoRR, 2022

2021
Molecule Generation Experience: An Open Platform of Material Design for Public Users.
CoRR, 2021

2020
AI-driven Inverse Design System for Organic Molecules.
CoRR, 2020

Molecular Inverse-Design Platform for Material Industries.
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.
Proceedings of the 13th IEEE International Conference on Cloud Computing, 2020

2019
Recent advances in physical reservoir computing: A review.
Neural Networks, 2019

Physical reservoir computing: Possibility to resolve the inconsistency between neuro-AI principles and its hardware.
Aust. J. Intell. Inf. Process. Syst., 2019

2018
Improving Context Understanding Using Avatar's Affective Expressions Reflecting Operator's Mental States.
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.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

Proposal of Carrier-Wave Reservoir Computing.
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.
Proceedings of the Intelligent Virtual Agents - 17th International Conference, 2017

Simulation Study of Physical Reservoir Computing by Nonlinear Deterministic Time Series Analysis.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Waveform Classification by Memristive Reservoir Computing.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Complex-Valued Neural Networks for Wave-Based Realization of Reservoir Computing.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

2016
Dynamics of Reservoir Computing at the Edge of Stability.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Exploiting Heterogeneous Units for Reservoir Computing with Simple Architecture.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Photonic Reservoir Computing Based on Laser Dynamics with External Feedback.
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.
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.
Proceedings of the 5th Augmented Human International Conference, 2014

2012
Implicit Context Awareness by Face Recognition.
J. Mobile Multimedia, 2012

2011
A theoretical study of CO adsorption on gold by Hückel theory and density functional theory calculations.
J. Comput. Chem., 2011


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