CAPC: A Configurable Analog Pop-Count Circuit for Near-Memory Binary Neural Networks.
F. JebaliAtreya MajumdarAxel LaborieuxTifenn HirtzlinElisa VianelloJ. P. WalderMarc BocquetDamien QuerliozJean-Michel PortalPublished in: MWSCAS (2021)
Keyphrases
- neural network
- analog circuits
- circuit design
- analog vlsi
- fault diagnosis
- digital circuits
- auto associative
- pattern recognition
- memory usage
- high speed
- memory requirements
- artificial neural networks
- limited memory
- multi layer
- associative memory
- computing power
- signal processing
- memory space
- multilayer perceptron
- genetic algorithm
- sigma delta
- training process
- fuzzy systems
- neural nets
- non binary
- network architecture
- memory management
- data structure
- learning algorithm