Unified Buffer: Compiling Image Processing and Machine Learning Applications to Push-Memory Accelerators.
Qiaoyi LiuJeff SetterDillon HuffMaxwell StrangeKathleen FengMark HorowitzPriyanka RainaFredrik KjolstadPublished in: ACM Trans. Archit. Code Optim. (2023)
Keyphrases
- machine learning
- image processing
- pattern recognition
- computer vision
- virtual memory
- machine vision
- speech processing
- learning algorithm
- image enhancement
- machine learning methods
- image segmentation
- memory usage
- explanation based learning
- image processing algorithms
- past experience
- machine learning algorithms
- signal processing
- natural language processing
- computer graphics
- data mining
- decision trees
- text mining
- reinforcement learning
- image analysis
- color images
- artificial intelligence
- memory access
- single chip
- computing platform
- digital image processing
- inductive logic programming
- parallel processing
- information extraction
- operating system
- knowledge acquisition
- memory requirements
- main memory
- virtual machine
- learning tasks
- computer science
- denoising
- remote sensing
- memory space
- multiscale
- computational intelligence
- replacement policy
- text classification