GPU4SNN: GPU-Based Acceleration for Spiking Neural Network Simulations.
Nitin SatputeAnna HambitzerSaeed AljaberiNajwa AarajPublished in: PPAM (1) (2022)
Keyphrases
- spiking neural networks
- graphics hardware
- graphics processors
- biologically inspired
- parallel implementation
- parallel computation
- training algorithm
- graphic processing unit
- parallel processing
- spiking neurons
- real time
- cerebellar model
- ray casting
- nearest neighbor
- biologically plausible
- liquid state machine
- learning rules
- feed forward
- neuron model
- graphics processing units
- shared memory
- neural network
- motor control
- artificial neural networks
- computational model
- learning scheme
- gpu implementation
- numerical simulations
- denoising
- learning algorithm