LEGION-based image segmentation by means of spiking neural networks using normalized synaptic weights implemented on a compact scalable neuromorphic architecture
Sign Up to like & getrecommendations! Published in 2019 at "Neurocomputing"
DOI: 10.1016/j.neucom.2019.04.037
Abstract: Abstract LEGION (Locally Excitatory, Globally Inhibitory Oscillator Network) topology has demonstrated good capabilities in scene segmentation applications. However, the implementation of LEGION algorithm requires machines with high performance to process a set of complex differential… read more here.
Keywords: scalable neuromorphic; neural networks; segmentation; spiking neural ... See more keywords
CTT-Based Scalable Neuromorphic Architecture
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Journal on Emerging and Selected Topics in Circuits and Systems"
DOI: 10.1109/jetcas.2023.3244775
Abstract: A novel spiking neuromorphic architecture is presented in this paper. The architecture is based on charge-trap transistors (CTTs) which are experimentally-verified compute-in-memory devices. The proposed low-power scalable architecture targets large neural network applications, such as… read more here.
Keywords: neuromorphic architecture; based scalable; architecture; scalable neuromorphic ... See more keywords