XNOR-POP: A processing-in-memory architecture for binary Convolutional Neural Networks in Wide-IO2 DRAMs.
Lei JiangMinje KimWujie WenDanghui WangPublished in: ISLPED (2017)
Keyphrases
- convolutional neural networks
- processing elements
- memory management
- real time
- convolutional network
- parallel architecture
- distributed processing
- wide range
- operating system
- management system
- random access
- digital signal processors
- data processing
- hardware architecture
- associative memory
- computational power
- hardware implementation
- memory requirements
- database systems
- memory usage
- object detection
- level parallelism
- memory hierarchy
- memory size
- information processing
- parallel computers
- storage devices
- processing units
- computing power