Lattice: An ADC/DAC-less ReRAM-based Processing-In-Memory Architecture for Accelerating Deep Convolution Neural Networks.
Qilin ZhengZongwei WangZishun FengBonan YanYimao CaiRu HuangYiran ChenChia-Lin YangHai Helen LiPublished in: DAC (2020)
Keyphrases
- neural network
- processing elements
- associative memory
- memory management
- real time
- parallel architecture
- analog to digital converter
- data processing
- distributed processing
- network architecture
- auto associative
- random access
- computational power
- genetic algorithm
- image processing
- learning capabilities
- hardware architecture
- multi layer
- pattern recognition
- processing units
- hardware implementation
- artificial neural networks
- massively parallel
- main memory
- digital signal processors
- neural nets
- operating system
- memory usage
- back propagation
- memory access
- information processing
- rough sets
- level parallelism
- mesh connected
- sigma delta
- fuzzy logic
- database management systems
- self organizing maps
- software architecture
- management system
- multilayer perceptron
- memory requirements
- neural network model