SCNN: An Accelerator for Compressed-sparse Convolutional Neural Networks.
Angshuman ParasharMinsoo RhuAnurag MukkaraAntonio PuglielliRangharajan VenkatesanBrucek KhailanyJoel S. EmerStephen W. KecklerWilliam J. DallyPublished in: ISCA (2017)
Keyphrases
- convolutional neural networks
- convolutional network
- multi layer
- high dimensional
- sparse representation
- parallel implementation
- data structure
- neural network
- case study
- sparse data
- sparse coding
- dimensionality reduction
- compute intensive
- sparse matrix
- random projections
- database
- denoising
- dynamic programming
- multiscale
- genetic algorithm
- real time