Special Sessions

[A5L-D] Nonlinear Dynamics of Neuromorphic Computing and Hardware Implementation IV

Mon. Dec 12, 2022 4:20 PM - 5:40 PM Room D (Zoom 3)

Chair:Shigeo Sato(Tohoku University)

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4:20 PM - 4:40 PM

[A5L-D-01] Ultra-Low Power Analog CMOS Implementation of Spiking Neural Networks for Reservoir Computing Applications

*Satoshi Moriya³, Hideaki Yamamoto², Shigeo Sato², Yasushi Yuminaka¹, Yoshihiko Horio², Jordi Madrenas⁴ (1. Gunma University, 2. Research Institute of Electrical Communication, Tohoku University, 3. Tohoku University, 4. Universitat Politecnica de Catalunya)

4:40 PM - 5:00 PM

[A5L-D-02] Time-Series Classification in Micropatterned Neuronal Network Reservoirs

*Takuma Sumi², Hideaki Yamamoto², Yuichi Katori¹, Koki Ito², Shigeo Sato², Ayumi Hirano-Iwata² (1. Future University Hakodate, 2. Research Institute of Electrical Communication, Tohoku University)

5:00 PM - 5:20 PM

[A5L-D-03] Stochasticity and Bifurcation in Spintronics Device for Probabilistic Computing

*Shun Kanai³, Takuya Funatsu³, Jun'Ichi Ieda¹, Shunsuke Fukami², Hideo Ohno³ (1. Japan Atomic Energy Agency, 2. Research Institute of Electrical Communication, Tohoku University, 3. Tohoku University)

5:20 PM - 5:40 PM

[A5L-D-04] Multi-Model Spiking Neural Network Hardware Execution

*Bernardo Vallejo⁴, Jordi Madrenas⁴, Mireya Zapata³, Satoshi Moriya², Shigeo Sato¹ (1. Research Institute of Electrical Communication, Tohoku University, 2. Tohoku University, 3. Universidad Tecnologica Indoamerica, 4. Universitat Politecnica de Catalunya)

Session information