Digital Hardware Implementation of ReSuMe Learning Algorithm for Spiking Neural Networks.
Dario Fernandez KhatibounYasser RezaeiyanMargherita RonchiniMaryam SadeghiMilad ZamaniFarshad MoradiPublished in: EMBC (2023)
Keyphrases
- hardware implementation
- spiking neural networks
- learning algorithm
- learning rules
- biologically inspired
- efficient implementation
- signal processing
- dedicated hardware
- artificial neural networks
- fpga implementation
- back propagation
- neural network
- software implementation
- spiking neurons
- feed forward
- training algorithm
- image processing algorithms
- active learning
- field programmable gate array
- biologically plausible
- machine learning
- general purpose
- training data
- learning systems
- object recognition
- reinforcement learning
- image processing
- real time