XNORBIN: A 95 TOp/s/W Hardware Accelerator for Binary Convolutional Neural Networks.
Andrawes Al BahouGeethan KarunaratneRenzo AndriLukas CavigelliLuca BeniniPublished in: CoRR (2018)
Keyphrases
- convolutional neural networks
- low cost
- convolutional network
- field programmable gate array
- hardware and software
- real time
- computer systems
- hardware implementation
- parallel implementation
- image processing
- computing power
- computing systems
- software implementation
- non binary
- embedded systems
- computational power
- personal computer
- general purpose
- processing capabilities
- hardware architecture
- dynamic programming
- vlsi implementation
- compute intensive
- genetic algorithm
- data sets