Optimized FPGA Architecture for Machine Learning Applications using Posit Multipliers.
Kareem ElsaidMona SafarM. Watheq El-KharashiPublished in: ICM (2022)
Keyphrases
- machine learning
- hardware architecture
- hardware implementation
- real time
- hardware design
- hardware architectures
- fpga implementation
- management system
- pattern recognition
- dedicated hardware
- machine learning algorithms
- fpga technology
- computer vision
- software implementation
- high speed
- network architecture
- field programmable gate array
- pipelined architecture
- learning algorithm
- fpga device
- machine learning methods
- text mining
- explanation based learning
- low cost
- parallel architecture
- systolic array
- design methodology
- xilinx virtex
- information extraction
- natural language processing
- learning tasks
- learning systems
- software architecture
- fpga hardware
- real time image processing
- data flow
- signal processing
- computational intelligence
- knowledge representation
- active learning
- objective function
- decision trees
- data mining
- neural network