TiM-DNN: Ternary in-Memory accelerator for Deep Neural Networks.
Shubham JainSumeet Kumar GuptaAnand RaghunathanPublished in: CoRR (2019)
Keyphrases
- neural network
- training process
- auto associative
- pattern recognition
- compute intensive
- associative memory
- memory requirements
- computing power
- memory space
- genetic algorithm
- memory usage
- experience gained
- multilayer perceptron
- limited memory
- low memory
- feed forward
- quality assurance
- fuzzy logic
- database
- data mining
- hardware implementation
- neural nets
- neural network model
- fault diagnosis
- computer architecture
- field programmable gate array
- computational power
- memory size
- back propagation
- artificial intelligence