FARM: A Flexible Accelerator for Recurrent and Memory Augmented Neural Networks.
Nagadastagiri ChallapalleSahithi RampalliNicholas JaoAkshay Krishna RamanathanJohn SampsonVijaykrishnan NarayananPublished in: J. Signal Process. Syst. (2020)
Keyphrases
- neural network
- feed forward
- recurrent neural networks
- auto associative
- associative memory
- compute intensive
- artificial neural networks
- neural network model
- lightweight
- memory usage
- back propagation
- fuzzy logic
- pattern recognition
- parallel implementation
- memory size
- fuzzy systems
- data mining
- multi unit combinatorial auctions
- multi layer
- memory requirements
- information systems
- multilayer perceptron
- training process
- hidden layer
- activation function
- main memory
- memory space
- control system
- expert systems
- genetic algorithm