SIMBA: A Skyrmionic In-Memory Binary Neural Network Accelerator.
Venkata Pavan Kumar MiriyalaKale Rahul VishwanathXuanyao FongPublished in: CoRR (2020)
Keyphrases
- neural network
- auto associative
- associative memory
- compute intensive
- artificial neural networks
- back propagation
- memory requirements
- fuzzy logic
- main memory
- neural network model
- non binary
- memory size
- parallel implementation
- computational power
- feed forward neural networks
- memory space
- memory usage
- learning vector quantization
- low memory
- pattern recognition
- limited memory
- hamming distance
- computing power
- neural nets
- recurrent neural networks
- self organizing maps
- random access
- real time
- hopfield neural network
- training algorithm
- backpropagation neural network
- support vector
- neural network is trained
- hybrid neural network