Ryosho Nakane

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 32

Top Topics

Dimensionality Reduction

Recurrent Neural Networks

Reservoir Computing

Speech Recognition

Top Venues

Publications

Kasidit Toprasertpong, Eishin Nako, Shin-Yi Min, Zuocheng Cai, Seong-Kun Cho, Rikuo Suzuki, Ryosho Nakane, Mitsuru Takenaka, Shinichi Takagi
Robustness to Device Degradation in Silicon FeFET-based Reservoir Computing (Invited). IRPS (2024)
Shinichi Takagi, Kasidit Toprasertpong, Eishin Nako, Zeyu Wang, Rikuo Suzuki, Shin-Yi Min, Mitsuru Takenaka, Ryosho Nakane
Reservoir Computing Utilizing Ferroelectric-Gate-Insulator FETs and Capacitors. ICICDT (2023)
Ryosho Nakane
Physical reservoir computing toward edge AI hardware. ICICDT (2023)
Jiaxuan Chen, Haotian Chen, Ryosho Nakane, Gouhei Tanaka, Akira Hirose
Time-domain Fading Channel Prediction Based on Spin-wave Reservoir Computing. IJCNN (2023)
Junya Kato, Gouhei Tanaka, Ryosho Nakane, Akira Hirose
Proposal of Reconstructive Reservoir Computing to Detect Anomaly in Time-series Signals. IJCNN (2022)
Ryosho Nakane, Akira Hirose, Gouhei Tanaka
Performance enhancement of a spin-wave-based reservoir computing system utilizing different physical conditions. CoRR (2022)
E. Nako, Kasidit Toprasertpong, Ryosho Nakane, M. Takenaka, S. Takagi
Experimental demonstration of novel scheme of HZO/Si FeFET reservoir computing with parallel data processing for speech recognition. VLSI Technology and Circuits (2022)
Zhiqiang Tong, Ryosho Nakane, Akira Hirose, Gouhei Tanaka
A Simple Memristive Circuit for Pattern Classification Based on Reservoir Computing. Int. J. Bifurc. Chaos 32 (9) (2022)
Jiaxuan Chen, Ryosho Nakane, Gouhei Tanaka, Akira Hirose
Proposal of Film-penetrating Transducers for a Spin-wave Reservoir Computing Chip. IJCNN (2022)
Takehiro Ichimura, Ryosho Nakane, Gouhei Tanaka, Akira Hirose
A Numerical Exploration of Signal Detector Arrangement in a Spin-Wave Reservoir Computing Device. IEEE Access 9 (2021)
Gouhei Tanaka, Ryosho Nakane
Simulation platform for pattern recognition based on reservoir computing with memristor networks. CoRR (2021)
Takehiro Ichimura, Ryosho Nakane, Akira Hirose
Processing-Response Dependence on the On-Chip Readout Positions in Spin-Wave Reservoir Computing. ICONIP (3) (2021)
Takehiro Ichimura, Ryosho Nakane, Gouhei Tanaka, Akira Hirose
A numerical exploration of signal detector arrangement in a spin-wave reservoir computing device. CoRR (2021)
Takehiro Ichimura, Ryosho Nakane, Gouhei Tanaka, Akira Hirose
Spatial distribution of information effective for logic function learning in spin-wave reservoir computing chip utilizing spatiotemporal physical dynamics. IJCNN (2020)
Gouhei Tanaka, Ryosho Nakane, Tomoya Takeuchi, Toshiyuki Yamane, Daiju Nakano, Yasunao Katayama, Akira Hirose
Spatially Arranged Sparse Recurrent Neural Networks for Energy Efficient Associative Memory. IEEE Trans. Neural Networks Learn. Syst. 31 (1) (2020)
Ryosho Nakane, Gouhei Tanaka, Akira Hirose
In a Spin-Wave Reservoir for Machine Learning. IJCNN (2019)
Gouhei Tanaka, Ryosho Nakane, Akira Hirose
Echo State Networks Composed of Units with Time-Varying Nonlinearity. Aust. J. Intell. Inf. Process. Syst. 17 (2) (2019)
Ryosho Nakane, Shoichi Sato, Masaaki Tanaka
Si-based Spin Metal-Oxide-Semiconductor Field-Effect Transistors with an Inversion Channel. ESSDERC (2019)
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) (2019)
Toshiyuki Yamane, Jean Benoit Héroux, Hidetoshi Numata, Gouhei Tanaka, Ryosho Nakane, Akira Hirose
Application Identification of Network Traffic by Reservoir Computing. ICONIP (5) (2019)
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 (2019)
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)
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 (2018)
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)
Ryosho Nakane, Gouhei Tanaka, Akira Hirose
Reservoir Computing With Spin Waves Excited in a Garnet Film. IEEE Access 6 (2018)
Gouhei Tanaka, Ryosho Nakane, Toshiyuki Yamane, Seiji Takeda, Daiju Nakano, Shigeru Nakagawa, Akira Hirose
Waveform Classification by Memristive Reservoir Computing. ICONIP (4) (2017)
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)
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)
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)
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)
Ryota Mori, Gouhei Tanaka, Ryosho Nakane, Akira Hirose, Kazuyuki Aihara
Computational Performance of Echo State Networks with Dynamic Synapses. ICONIP (1) (2016)
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)
Gouhei Tanaka, Toshiyuki Yamane, Daiju Nakano, Ryosho Nakane, Yasunao Katayama
Regularity and randomness in modular network structures for neural associative memories. IJCNN (2015)
Yasunao Katayama, Toshiyuki Yamane, Daiju Nakano, Ryosho Nakane, Gouhei Tanaka
Wave-based device scaling concept for brain-like energy efficiency and integration. NANOARCH (2015)
Toshiyuki Yamane, Yasunao Katayama, Ryosho Nakane, Gouhei Tanaka, Daiju Nakano
Wave-Based Reservoir Computing by Synchronization of Coupled Oscillators. ICONIP (3) (2015)
Gouhei Tanaka, Toshiyuki Yamane, Daiju Nakano, Ryosho Nakane, Yasunao Katayama
Hopfield-Type Associative Memory with Sparse Modular Networks. ICONIP (1) (2014)
Ryosho Nakane, Yusuke Shuto, Hiroaki Sukegawa, Zhenchao Wen, Shuu'ichirou Yamamoto, Seiji Mitani, Masaaki Tanaka, Koichiro Inomata, Satoshi Sugahara
Monolithic integration of pseudo-spin-MOSFETs using a custom CMOS chip fabricated through multi-project wafer service. ESSDERC (2013)
SangHyeon Kim, Masafumi Yokoyama, Yuki Ikku, Ryosho Nakane, Osamu Ichikawa, Takenori Osada, Masahiko Hata, Mitsuru Takenaka, Shinichi Takagi
Physical understanding of electron mobility in uniaxially strained InGaAs-OI MOSFETs. ESSDERC (2013)