2023年
■国際会議
“Neuromorphic Spikes Generated by the Retinal Circuit Emulator for Training 3-Dimensional Convolutional Neural Networks to Reconstruct Natural Images”
Tomoya Nokura, Ryosuke Okada, Shinjiro Yamamasu, Shinsuke Yasukawa, Yuki Hayashida
2023 IEEE 23rd International Symposium on Computational Intelligence and Informatics (CINTI) 71-76 2023.
DOI : 10.1109/cinti59972.2023.10381907
“Effects of the inter-phase delay of microstimulation pulses on the spatio-temporal neural excitation in the mouse visual cortex in vitro“
Santa Fukuda, Tomohiro Nomoto, Tetsuya Yagi, Yuki Hayashida
IEEE NER 2023 Conference Proceedings 1-article#81422 2023.
“Hardware feasibility of the edge neural-network inference for real-time epileptic ECoG signal detection and neural stimulation”
Yuto Hirano, Shinjiro Yamamasu, Yuki Hayashida
CONFERENCE ABSTRACTー2023 13th International Conference on Biomedical Engineering and Technology (ICBET 2023) 38 2023.
“Systematic Selection of Recording Electrode Placements for Responsive Neurostimulation by Using 3-Dimensional Convolutional Neural Network”, Best Poster Presentation
Moemi Yamaji, Shinjiro Yamamasu, Yuki Hayashida
CONFERENCE ABSTRACT ー2023 13th International Conference on Biomedical Engineering and Technology (ICBET 2023) 38 2023.
“Computer Simulation of the Effect of the Inter-Phase Delay of Biphasic Current Stimulus Pulse on the Induction of Neural Action Potential Responses”
Ryo Fujita, Santa Fukuda, Yuki Hayashida
The Society of Instrument and Control Engineers Annual Conference 2023.
“A Machine Learning-Based Method for Patient-Specific Selection of Electrocorticogram Electrode Placement in Responsive Neurostimulation”
Moemi Yamaji, Shinjiro Yamamasu, Yuki Hayashida
The Society of Instrument and Control Engineers Annual Conference 2023.
“Real Time Processing for the Responsive Neural Stimulation for Patient-Specific Epilepsy in an Edge Neural-Network Inference Device”
Yuto Hirano, Shinjiro Yamamasu, Yuki Hayashida
The Society of Instrument and Control Engineers Annual Conference 2023.
“A Three-Dimensional Convolutional Neural Network to Reconstruct Natural Images from Spatiotemporal Neuromorphic Spikes Generated by a Hardware Model of the Biological Retina”
Tomoya Nokura, Ryosuke Okada, Shinjiro Yamamasu, Yuki Hayashida
The Society of Instrument and Control Engineers Annual Conference 2023.
“Field-Programmable Gate Array-based Parallel Signal Processing in the Multi-Channel Recording-and-Stimulation Single-Board System for Closed-loop Control of Biological Tissue Culture”
Satoshi Wada, Kosuke Takayama, Toshihiro Shimizu, Tetsuya Yagi, Yuki Hayashida
The Society of Instrument and Control Engineers Annual Conference 2023 2023.
■国内シンポジウム
“大脳皮質への連続電流パルス刺激に対する興奮応答特性のシミュレーション解析”
福田燦太, 野本知宏, 八木哲也, 林田祐樹
生体医工学シンポジウム 2024
2022年
■学術論文
“Multichannel stimulation module as a tool for animal studies on cortical neural prostheses”
Yuki Hayashida, Seiji Kameda, Yuichi Umehira, Shinnosuke Ishikawa, Tetsuya Yagi
Frontiers in Medical Technology 4 article#927851-21pp. 2022.
DOI : 0.3389/fmedt.2022.927581
■国際会議
“Epileptic Electrocorticogram Signal Detections with Patient-Specific Quantized Convolution Neural Network Models on the Edge TPU device”, MENTION
Shinjiro Yamamasu, Yuki Hayashida
2022 E-Health and Bioengineering Conference (EHB) 1-4 2022.
DOI : 10.1109/ehb55594.2022.9991489
“Use-Dependent Inactivation of the Mouse Visual Cortex in Response to Microstimulation Train”
Santa Fukuda, Kou Yoshida, Tomohiro Nomoto, Tetsuya Yagi, Yuki Hayashida
2022 E-Health and Bioengineering Conference (EHB) 1-4 2022.
DOI : 10.1109/ehb55594.2022.9991319
“A bench-test system of the visual prostheses utilizing retino-morphic spikes as the driver signals of intracortical microstimulation”
Ryosuke Okada, Shinnosuke Ishikawa, Tetsufumi Tasaki, Tetsuya Yagi, Yuki Hayashida
PROCEEDINGS OF THE 2022 INTERNATIONAL CONFERENCE ON ARTIFICIAL LIFE AND ROBOTICS 524-528 2022.
■国内研究会
“スパイキングニューラルネットワーク加速器用RISC-VアーキテクチャVLIWソフトコアの設計”
李 明洋, 林田祐樹
信学技報(NC2022-62) 122(292) 86-91 2022.
2021年
■国際会議
“Accumulation of non-synaptic and synaptic excitations induced by microstimulation pulses in the mouse visual cortex layer II/III”
Santa Fukuda, Tomohiro Nomoto, Kou Yoshida, Yuki Hayashida, Tetsuya Yagi
2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Oct 31 – Nov 4, 2021. Virtual Conference 5164 2021.
■国内研究会
“大脳皮質への連続パルス微小刺激に対する蓄積的興奮応答のメカニズムに関する解析”
福田燦太, 野本知宏, 吉田 航, 林田祐樹, 八木哲也
信学技報(MBE2021-21) 121(222) 20-25 2021.