TY - GEN
T1 - Towards efficient and adaptive cyber physical spiking neural integrated systems
AU - Madrenas, Jordi
AU - Zapata, Mireya
AU - Fernandez, Daniel
AU - Sanchez-Chiva, Josep Maria
AU - Valle, Juan
AU - Mata-Hernandez, Diana
AU - Oltra, Josep Angel
AU - Cosp-Vilella, Jordi
AU - Sato, Shigeo
N1 - Funding Information:
Work supported in part under project RTI2018-099766-B-I00 by the Spanish Ministry of Science, Innovation and Universities, the State Research Agency (AEI), and the European Social Fund (ESF).
Publisher Copyright:
© 2020 IEEE.
PY - 2020/11/23
Y1 - 2020/11/23
N2 - 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.
AB - 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.
KW - CMOS-MEMS
KW - Cyber Physical Neural Systems
KW - Integrated Sensors
KW - Integration
KW - MEMS
KW - SNN
KW - Sensor Neural Computing
KW - Spiking Neural Networks
UR - http://www.scopus.com/inward/record.url?scp=85099442214&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85099442214&partnerID=8YFLogxK
U2 - 10.1109/ICECS49266.2020.9294982
DO - 10.1109/ICECS49266.2020.9294982
M3 - Conference contribution
AN - SCOPUS:85099442214
T3 - ICECS 2020 - 27th IEEE International Conference on Electronics, Circuits and Systems, Proceedings
BT - ICECS 2020 - 27th IEEE International Conference on Electronics, Circuits and Systems, Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 27th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2020
Y2 - 23 November 2020 through 25 November 2020
ER -