Towards efficient and adaptive cyber physical spiking neural integrated systems
Journal
ICECS 2020 - 27th IEEE International Conference on Electronics, Circuits and Systems, Proceedings
Date Issued
2020
Author(s)
Madrenas J.
Zapata M.
Fernandez D.
Sanchez-Chiva J.M.
Valle J.
Mata-Hernandez D.
Oltra J.A.
Cosp-Vilella J.
Sato S.
Type
Conference Paper
DOI
URL
Abstract
This work introduces multi-sensor integration combined with an efficient and adaptive Spiking Neural Network (SNN) emulation architecture for local intelligent processing. For this purpose, we propose CMOS-MEMS with on-chip conditioning electronics together with spike processing by means of a real-time bioinspired and model-programmable SIMD multiprocessor. System integration considerations and results in the MEMS and processor developments are provided. © 2020 IEEE.
Subjects