DeepFire: Acceleration of Convolutional Spiking Neural Network on Modern Field Programmable Gate Arrays.
Myat Thu Linn AungChuping QuLiwei YangTao LuoRick Siow Mong GohWeng-Fai WongPublished in: FPL (2021)
Keyphrases
- field programmable gate array
- spiking neural networks
- biologically inspired
- hardware implementation
- embedded systems
- cerebellar model
- programmable logic
- fpga technology
- parallel computing
- liquid state machine
- image processing algorithms
- artificial neural networks
- spiking neurons
- network architecture
- learning rules
- feed forward
- hardware design
- biologically plausible
- computing systems
- application specific integrated circuits
- neural network
- massively parallel
- hardware software co design
- motor control
- hardware description language
- image processing
- machine learning
- artificial intelligence
- computer vision
- training algorithm
- integrated circuit
- hw sw
- pattern recognition
- hardware and software
- input image