Unsupervised online learning of temporal information in spiking neural network using TFT-type NOR flash memory devices.
Sign Up to like & getrecommendations! Published in 2019 at "Nanotechnology"
DOI: 10.1088/1361-6528/ab34da
Abstract: Brain-inspired analogue neuromorphic systems based on synaptic array have attracted large attention due to low-power computing. Spike-timing-dependent plasticity (STDP) algorithm is considered as one of the appropriate neuro-inspired techniques to be applied for on-chip learning.… read more here.
Keywords: learning temporal; unsupervised online; tft type; network ... See more keywords
Highly Reliable Lateral Migration-Based TFT-Type Neuron Device for Spiking Neural Networks
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Electron Device Letters"
DOI: 10.1109/led.2024.3445970
Abstract: A CMOS-compatible Thin Film Transistor (TFT)-type Center Path neuron device with homeostasis characteristics is proposed. By modifying the charge injection path of the gate insulator stack, the proposed neuron device operates with lateral migration, which… read more here.
Keywords: tft type; device; lateral migration; neuron device ... See more keywords