DeepFire2: A Convolutional Spiking Neural Network Accelerator on FPGAs.
Myat Thu Linn AungDaniel GerlinghoffChuping QuLiwei YangTian HuangRick Siow Mong GohTao LuoWeng-Fai WongPublished in: IEEE Trans. Computers (2023)
Keyphrases
- spiking neural networks
- field programmable gate array
- biologically inspired
- cerebellar model
- hardware implementation
- embedded systems
- network architecture
- feed forward
- learning rules
- parallel computing
- image processing algorithms
- artificial neural networks
- spiking neurons
- liquid state machine
- biologically plausible
- neural network
- training algorithm
- motor control
- neuron model
- visual cortex
- radial basis function
- multi modal
- receptive fields
- machine learning