14.7 A 288µW programmable deep-learning processor with 270KB on-chip weight storage using non-uniform memory hierarchy for mobile intelligence.
Suyoung BangJingcheng WangZiyun LiCao GaoYejoong KimQing DongYen-Po ChenLaura FickXun SunRonald G. DreslinskiTrevor N. MudgeHun-Seok KimDavid T. BlaauwDennis SylvesterPublished in: ISSCC (2017)
Keyphrases
- deep learning
- memory hierarchy
- memory access
- secondary storage
- single chip
- memory management
- data access
- main memory
- low cost
- data storage
- unsupervised learning
- machine learning
- computing power
- shared memory
- external memory
- artificial intelligence
- mental models
- processing units
- access patterns
- computing environments
- database operations
- weakly supervised
- database
- data management
- general purpose
- database management systems
- control flow
- operating system
- feature selection
- b tree
- co occurrence
- management system
- data mining