C2-LSM: A Storm-NoC Based Neuromorphic Processor for High-Accuracy Liquid State Machine with Cube-Cluster Topology.
Sign Up to like & getrecommendations! Published in 2025 at "IEEE transactions on biomedical circuits and systems"
DOI: 10.1109/tbcas.2025.3635611
Abstract: The liquid state machine (LSM), a reservoir computing variant of spiking neural networks (SNNs), has been widely adopted for its low training complexity. In this work, we propose C2-LSM, a neuromorphic processor designed through algorithm-hardware… read more here.
Keywords: neuromorphic processor; liquid state; accuracy; topology ... See more keywords
Complementary memristive diode cells for the memory matrix of a neuromorphic processor
Sign Up to like & getrecommendations! Published in 2018 at "International Journal of Nanotechnology"
DOI: 10.1504/ijnt.2018.094795
Abstract: This research covers the sphere of neuromorphic electronics, with a new memory cell developed. Its circuit design and topology is based on a complementary memristor, which is switched through a Zener diode. The above-mentioned cells… read more here.
Keywords: diode; neuromorphic processor; topology; memristor ... See more keywords