Memristor-Spikelearn: A Spiking Neural Network Simulator for Studying Synaptic Plasticity under Realistic Device and Circuit Behaviors.
Yuming LiuAngel Yanguas-GilSandeep MadireddyYanjing LiPublished in: DATE (2023)
Keyphrases
- synaptic plasticity
- network simulator
- biologically plausible
- spiking neural networks
- quantum mechanics
- biologically inspired
- feed forward
- spiking neurons
- mobile ad hoc networks
- network architecture
- hebbian learning
- visual cortex
- artificial neural networks
- learning rules
- neural network
- end to end delay
- spike trains
- motor control
- simulation tools
- biological systems
- synaptic weights
- input patterns
- data sets
- recurrent neural networks
- ad hoc networks