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