SparCE: Sparsity aware General Purpose Core Extensions to Accelerate Deep Neural Networks.
Sanchari SenShubham JainSwagath VenkataramaniAnand RaghunathanPublished in: CoRR (2017)
Keyphrases
- general purpose
- neural network
- special purpose
- domain specific
- pattern recognition
- fuzzy logic
- genetic algorithm
- application specific
- artificial neural networks
- high dimensional
- efficient implementation
- programming language
- back propagation
- multilayer perceptron
- training process
- recurrent neural networks
- tightly coupled
- neural network model
- feed forward
- sparse representation
- network architecture
- activation function
- support vector
- default theories
- self organizing maps
- rough sets
- neural nets
- fuzzy systems
- denoising
- nearest neighbor
- rule extraction
- learning algorithm
- deep learning
- single layer