ReApprox-PIM: Reconfigurable Approximate Lookup-Table (LUT)-Based Processing-in-Memory (PIM) Machine Learning Accelerator.
Sathwika BavikadiPurab Ranjan SutradharMark A. IndovinaAmlan GangulySai Manoj Pudukotai DinakarraoPublished in: IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. (2024)
Keyphrases
- lookup table
- machine learning
- compute intensive
- fixed point
- mapping function
- heuristic function
- color images
- memory requirements
- external memory
- compressed data
- error diffusion
- gray images
- random access
- hardware implementation
- learning algorithm
- compressed images
- field programmable gate array
- memory space
- kernel methods
- monte carlo
- state space
- data structure
- reinforcement learning
- feature selection