COMB-MCM: Computing-on-Memory-Boundary NN Processor with Bipolar Bitwise Sparsity Optimization for Scalable Multi-Chiplet-Module Edge Machine Learning.
Haozhe ZhuBo JiaoJinshan ZhangXinru JiaYunzhengmao WangTianchan GuanShengcheng WangDimin NiuHongzhong ZhengChixiao ChenMingyu WangLihua ZhangXiaoyang ZengQi LiuYuan XieMing LiuPublished in: ISSCC (2022)
Keyphrases
- machine learning
- nearest neighbor
- neural network
- memory management
- edge map
- limited memory
- decision trees
- edge detection
- optimization problems
- back propagation
- memory requirements
- data mining
- object boundaries
- positive and negative
- artificial neural networks
- learning algorithm
- machine learning methods
- contour fragments
- edge detector
- parallel processing
- high speed
- hamming distance
- feature selection
- processing elements
- instruction set
- processor core
- multichip module