A sub-nW neuromorphic receptors for wide-range temporal patterns of post-synaptic responses in 65 nm CMOS

Autor: Sumeet S. Kumar, Xuefei You, Rene van Leuken, Amir Zjajo

Publikováno v: Analog Integrated Circuits and Signal Processing. 98:477-488

Synaptic dynamics is of great importance in realizing biophysically accurate neural behaviors and efficient synaptic learning in neuromorphic integrated circuits. In this paper, we propose a current-based synapse structure with multi-compartment rece

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::b62eca2864cde6055d5d6594101a9f36
https://doi.org/10.1007/s10470-018-1276-4

Neuromorphic self-organizing map design for classification of bioelectric-timescale signals

Autor: Sumeet S. Kumar, Ester Stienstra, Carlo Galuzzi, Amir Zjajo, Xuefei You, Johan Mes, Rene van Leuken

Publikováno v: SAMOS
INTERNATIONAL CONFERENCE ON EMBEDDED COMPUTER SYSTEMS: ARCHITECTURES, MODELING, AND SIMULATION (SAMOS 2017), 113-120
STARTPAGE=113;ENDPAGE=120;TITLE=INTERNATIONAL CONFERENCE ON EMBEDDED COMPUTER SYSTEMS: ARCHITECTURES, MODELING, AND SIMULATION (SAMOS 2017)

The Self-Organizing Map (SOM) is a recurrent neural network topology that realizes competitive learning for the unsupervised classification of data. In this paper, we investigate the design of a spiking neural network-based SOM for the classification

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6a39910a38be195d65a808cbe5835149
https://doi.org/10.1109/samos.2017.8344618