A Customizable Domain-Specific Memory-Centric FPGA Overlay for Machine Learning Applications.
Atiyehsadat PanahiSuhail BasalamaAnge-Thierry IshimweJoel Mandebi MbongueDavid AndrewsPublished in: FPL (2021)
Keyphrases
- domain specific
- machine learning
- general purpose
- domain independent
- knowledge acquisition
- data mining
- parallel hardware
- memory usage
- feature selection
- machine learning algorithms
- machine learning methods
- high speed
- learning algorithm
- user centric
- machine learning approaches
- knowledge representation
- real time image processing
- random access
- memory space
- domain experts
- real time
- memory requirements
- computer vision
- learning tasks
- hardware design
- memory size
- active learning
- natural language processing
- main memory
- internal memory
- verilog hdl
- explanation based learning
- computational power
- knowledge discovery
- decision trees
- data structure
- learning systems
- natural language
- computer science
- low cost
- computational intelligence
- support vector machine