5 Parallel Prism: A topology for pipelined implementations of convolutional neural networks using computational memory.
Martino DazziAbu SebastianPier Andrea FranceseThomas P. ParnellLuca BeniniEvangelos EleftheriouPublished in: CoRR (2019)
Keyphrases
- convolutional neural networks
- computational power
- parallel processing
- parallel hardware
- parallel implementations
- convolutional network
- memory usage
- parallel architecture
- neural network
- massively parallel
- memory requirements
- parallel computing
- shared memory
- memory space
- multi threaded
- efficient implementation
- compute intensive
- data flow
- distributed memory
- mathematical programming
- memory size
- level parallelism
- main memory
- face detection