Ryosho Nakane

According to our database, Ryosho Nakane authored at least 37 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Hardware-Friendly Implementation of Physical Reservoir Computing with CMOS-based Time-domain Analog Spiking Neurons.

Nanako Kimura, Ckristian Duran, Zolboo Byambadorj, Ryosho Nakane, Tetsuya Iizuka

CoRR, 2024

Robustness to Device Degradation in Silicon FeFET-based Reservoir Computing (Invited).

Kasidit Toprasertpong, Eishin Nako, Shin-Yi Min, Zuocheng Cai, Seong-Kun Cho, Rikuo Suzuki, Ryosho Nakane, Mitsuru Takenaka, Shinichi Takagi

Proceedings of the IEEE International Reliability Physics Symposium, 2024

2023

Time-domain Fading Channel Prediction Based on Spin-wave Reservoir Computing.

Jiaxuan Chen, Haotian Chen, Ryosho Nakane, Gouhei Tanaka, Akira Hirose

Proceedings of the International Joint Conference on Neural Networks, 2023

Reservoir Computing Utilizing Ferroelectric-Gate-Insulator FETs and Capacitors.

Shinichi Takagi, Kasidit Toprasertpong, Eishin Nako, Zeyu Wang, Rikuo Suzuki, Shin-Yi Min, Mitsuru Takenaka, Ryosho Nakane

Proceedings of the International Conference on IC Design and Technology, 2023

Physical reservoir computing toward edge AI hardware.

Ryosho Nakane

Proceedings of the International Conference on IC Design and Technology, 2023

2022

A Simple Memristive Circuit for Pattern Classification Based on Reservoir Computing.

Zhiqiang Tong, Ryosho Nakane, Akira Hirose, Gouhei Tanaka

Int. J. Bifurc. Chaos, 2022

Performance enhancement of a spin-wave-based reservoir computing system utilizing different physical conditions.

Ryosho Nakane, Akira Hirose, Gouhei Tanaka

CoRR, 2022

Experimental demonstration of novel scheme of HZO/Si FeFET reservoir computing with parallel data processing for speech recognition.

Eishin Nako, Kasidit Toprasertpong, Ryosho Nakane, Mitsuru Takenaka, Shinichi Takagi

Proceedings of the IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits 2022), 2022

Proposal of Reconstructive Reservoir Computing to Detect Anomaly in Time-series Signals.

Junya Kato, Gouhei Tanaka, Ryosho Nakane, Akira Hirose

Proceedings of the International Joint Conference on Neural Networks, 2022

Proposal of Film-penetrating Transducers for a Spin-wave Reservoir Computing Chip.

Jiaxuan Chen, Ryosho Nakane, Gouhei Tanaka, Akira Hirose

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

Simulation platform for pattern recognition based on reservoir computing with memristor networks.

Gouhei Tanaka, Ryosho Nakane

CoRR, 2021

A Numerical Exploration of Signal Detector Arrangement in a Spin-Wave Reservoir Computing Device.

Takehiro Ichimura, Ryosho Nakane, Gouhei Tanaka, Akira Hirose

IEEE Access, 2021

Processing-Response Dependence on the On-Chip Readout Positions in Spin-Wave Reservoir Computing.

Takehiro Ichimura, Ryosho Nakane, Akira Hirose

Proceedings of the Neural Information Processing - 28th International Conference, 2021

2020

Spatially Arranged Sparse Recurrent Neural Networks for Energy Efficient Associative Memory.

Gouhei Tanaka, Ryosho Nakane, Tomoya Takeuchi, Toshiyuki Yamane, Daiju Nakano, Yasunao Katayama, Akira Hirose

IEEE Trans. Neural Networks Learn. Syst., 2020

Spatial distribution of information effective for logic function learning in spin-wave reservoir computing chip utilizing spatiotemporal physical dynamics.

Takehiro Ichimura, Ryosho Nakane, Gouhei Tanaka, Akira Hirose

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

Recent advances in physical reservoir computing: A review.

Gouhei Tanaka, Toshiyuki Yamane, Jean Benoit Héroux, Ryosho Nakane, Naoki Kanazawa, Seiji Takeda, Hidetoshi Numata, Daiju Nakano, Akira Hirose

Neural Networks, 2019

Echo State Networks Composed of Units with Time-Varying Nonlinearity.

Gouhei Tanaka, Ryosho Nakane, Akira Hirose

Aust. J. Intell. Inf. Process. Syst., 2019

Physical reservoir computing: Possibility to resolve the inconsistency between neuro-AI principles and its hardware.

Akira Hirose, Seiji Takeda, Toshiyuki Yamane, Hidetoshi Numata, Naoki Kanazawa, Jean Benoit Héroux, Daiju Nakano, Ryosho Nakane, Gouhei Tanaka

Aust. J. Intell. Inf. Process. Syst., 2019

In a Spin-Wave Reservoir for Machine Learning.

Ryosho Nakane, Gouhei Tanaka, Akira Hirose

Proceedings of the International Joint Conference on Neural Networks, 2019

Application Identification of Network Traffic by Reservoir Computing.

Toshiyuki Yamane, Jean Benoit Héroux, Hidetoshi Numata, Gouhei Tanaka, Ryosho Nakane, Akira Hirose

Proceedings of the Neural Information Processing - 26th International Conference, 2019

Si-based Spin Metal-Oxide-Semiconductor Field-Effect Transistors with an Inversion Channel.

Ryosho Nakane, Shoichi Sato, Masaaki Tanaka

Proceedings of the 49th European Solid-State Device Research Conference, 2019

2018

Reservoir Computing With Spin Waves Excited in a Garnet Film.

Ryosho Nakane, Gouhei Tanaka, Akira Hirose

IEEE Access, 2018

Dimensionality Reduction by Reservoir Computing and Its Application to IoT Edge Computing.

Toshiyuki Yamane, Hidetoshi Numata, Jean Benoit Héroux, Naoki Kanazawa, Seiji Takeda, Gouhei Tanaka, Ryosho Nakane, Akira Hirose, Daiju Nakano

Proceedings of the Neural Information Processing - 25th International Conference, 2018

Proposal of Carrier-Wave Reservoir Computing.

Akira Hirose, Gouhei Tanaka, Seiji Takeda, Toshiyuki Yamane, Hidetoshi Numata, Naoki Kanazawa, Jean Benoit Héroux, Daiju Nakano, Ryosho Nakane

Proceedings of the Neural Information Processing - 25th International Conference, 2018

2017

Simulation Study of Physical Reservoir Computing by Nonlinear Deterministic Time Series Analysis.

Toshiyuki Yamane, Seiji Takeda, Daiju Nakano, Gouhei Tanaka, Ryosho Nakane, Akira Hirose, Shigeru Nakagawa

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Waveform Classification by Memristive Reservoir Computing.

Gouhei Tanaka, Ryosho Nakane, Toshiyuki Yamane, Seiji Takeda, Daiju Nakano, Shigeru Nakagawa, Akira Hirose

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Complex-Valued Neural Networks for Wave-Based Realization of Reservoir Computing.

Akira Hirose, Seiji Takeda, Toshiyuki Yamane, Daiju Nakano, Shigeru Nakagawa, Ryosho Nakane, Gouhei Tanaka

Proceedings of the Neural Information Processing - 24th International Conference, 2017

2016

Dynamics of Reservoir Computing at the Edge of Stability.

Toshiyuki Yamane, Seiji Takeda, Daiju Nakano, Gouhei Tanaka, Ryosho Nakane, Shigeru Nakagawa, Akira Hirose

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Exploiting Heterogeneous Units for Reservoir Computing with Simple Architecture.

Gouhei Tanaka, Ryosho Nakane, Toshiyuki Yamane, Daiju Nakano, Seiji Takeda, Shigeru Nakagawa, Akira Hirose

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Photonic Reservoir Computing Based on Laser Dynamics with External Feedback.

Seiji Takeda, Daiju Nakano, Toshiyuki Yamane, Gouhei Tanaka, Ryosho Nakane, Akira Hirose, Shigeru Nakagawa

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Computational Performance of Echo State Networks with Dynamic Synapses.

Ryota Mori, Gouhei Tanaka, Ryosho Nakane, Akira Hirose, Kazuyuki Aihara

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

2015

Wave-based device scaling concept for brain-like energy efficiency and integration.

Yasunao Katayama, Toshiyuki Yamane, Daiju Nakano, Ryosho Nakane, Gouhei Tanaka

Proceedings of the 2015 IEEE/ACM International Symposium on Nanoscale Architectures, 2015

Regularity and randomness in modular network structures for neural associative memories.

Gouhei Tanaka, Toshiyuki Yamane, Daiju Nakano, Ryosho Nakane, Yasunao Katayama

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Wave-Based Reservoir Computing by Synchronization of Coupled Oscillators.

Toshiyuki Yamane, Yasunao Katayama, Ryosho Nakane, Gouhei Tanaka, Daiju Nakano

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

2014

Hopfield-Type Associative Memory with Sparse Modular Networks.

Gouhei Tanaka, Toshiyuki Yamane, Daiju Nakano, Ryosho Nakane, Yasunao Katayama

Proceedings of the Neural Information Processing - 21st International Conference, 2014

2013

Monolithic integration of pseudo-spin-MOSFETs using a custom CMOS chip fabricated through multi-project wafer service.

Ryosho Nakane, Yusuke Shuto, Hiroaki Sukegawa, Zhenchao Wen, Shuu'ichirou Yamamoto, Seiji Mitani, Masaaki Tanaka, Koichiro Inomata, Satoshi Sugahara

Proceedings of the European Solid-State Device Research Conference, 2013

Physical understanding of electron mobility in uniaxially strained InGaAs-OI MOSFETs.

SangHyeon Kim, Masafumi Yokoyama, Yuki Ikku, Ryosho Nakane, Osamu Ichikawa, Takenori Osada, Masahiko Hata, Mitsuru Takenaka, Shinichi Takagi

Proceedings of the European Solid-State Device Research Conference, 2013