Efficient Sparse Processing-in-Memory Architecture (ESPIM) for Machine Learning Inference.
Mingxuan HeMithuna ThottethodiT. N. VijaykumarPublished in: CoRR (2024)
Keyphrases
- machine learning
- real time
- processing elements
- artificial intelligence
- computer science
- inference engine
- memory management
- information processing
- limited memory
- computation intensive
- distributed processing
- sparse data
- memory usage
- inference process
- parallel architecture
- sparse representation
- data processing
- supervised learning
- management system
- data analysis
- data mining
- sparse principal component analysis
- computational power
- associative memory
- inductive logic programming
- software architecture
- machine learning algorithms
- knowledge acquisition
- natural language processing
- bayesian networks