pPIM: A Programmable Processor-in-Memory Architecture With Precision-Scaling for Deep Learning.
Purab Ranjan SutradharMark ConnollySathwika BavikadiSai Manoj Pudukotai DinakarraoMark IndovinaAmlan GangulyPublished in: IEEE Comput. Archit. Lett. (2020)
Keyphrases
- deep learning
- memory management
- digital signal processors
- processing elements
- unsupervised learning
- single chip
- level parallelism
- multithreading
- memory hierarchy
- memory access
- unsupervised feature learning
- memory subsystem
- general purpose processors
- single instruction multiple data
- machine learning
- general purpose
- instruction set
- viewpoint
- pattern recognition
- learning strategies
- deep architectures
- information retrieval
- learning algorithm
- decision trees
- mental models
- shared memory
- supervised learning