XNORBIN: A 95 TOp/s/W hardware accelerator for binary convolutional neural networks.
Andrawes Al BahouGeethan KarunaratneRenzo AndriLukas CavigelliLuca BeniniPublished in: COOL CHIPS (2018)
Keyphrases
- convolutional neural networks
- field programmable gate array
- low cost
- convolutional network
- real time
- hardware and software
- computing systems
- computing power
- hamming distance
- computational power
- parallel implementation
- hardware implementation
- non binary
- computer systems
- high end
- vlsi implementation
- personal computer
- parallel computing
- massively parallel
- object detection
- processing capabilities
- parallel hardware
- image processing
- information systems