[8p-N102-1~7] Fusion of Mathematical, Material, and Physiological Approaches to Brain Information Processing: The Frontier of Neuromorphic and Neural Function Integration

3:00 PM - 3:40 PM JST(6:00 AM - 6:40 AM UTC)

[8p-N102-4] Algorithms and Implementation of Analog Neuromorphic Hardware

〇Yusuke Sakemi¹ (1.Chiba Tech)

Keywords:

neuromorphic engineering,spiking neural networks,in-memory computing

Analog neuromorphic hardware capable of running spiking neural networks (SNNs) is attracting attention as a solution to the power-consumption challenges of AI inference. In this presentation, I will explain learning alrogithms that realize temporal coding, algorithm–hardware co-design techniques for mitigating non-ideal characteristics, and physical neural-network approaches.