Unleashing the Potential of Sparse DNNs Through Synergistic Hardware-Sparsity Co-Design.
Elbruz OzenAlex OrailogluPublished in: IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. (2023)
Keyphrases
- sparse representation
- high dimensional
- low cost
- sparsity constraints
- real time
- neural network
- hardware and software
- sparse data
- sparse coding
- image processing
- compressed sensing
- sparse approximation
- multi class
- computing systems
- random projections
- computing power
- compressive sensing
- sparse approximations
- basis pursuit
- mixed norm
- compressive sampling
- sparse reconstruction
- learning algorithm
- canonical correlation analysis
- field programmable gate array
- hardware implementation