A Hardware-Friendly Approach Towards Sparse Neural Networks Based on LFSR-Generated Pseudo-Random Sequences.
Foroozan KarimzadehNingyuan CaoBrian CraftonJustin RombergArijit RaychowdhuryPublished in: IEEE Trans. Circuits Syst. I Regul. Pap. (2021)
Keyphrases
- pseudorandom
- random number
- random number generator
- neural network
- uniformly distributed
- random numbers
- secret key
- real time
- pattern recognition
- low cost
- hardware and software
- shift register
- sparse data
- multi layer
- computing systems
- user specific
- neural nets
- self organizing maps
- sparse representation
- back propagation
- image processing
- genetic algorithm
- hardware implementation
- massively parallel
- field programmable gate array
- knn
- artificial neural networks