An FPGA Architecture for Online Learning using the Tsetlin Machine.
Samuel PrescottAdrian WheeldonRishad ShafikTousif RahmanAlex YakovlevOle-Christoffer GranmoPublished in: CoRR (2023)
Keyphrases
- online learning
- hardware architecture
- software implementation
- real time
- hardware implementation
- systolic array
- fpga implementation
- hardware design
- hardware architectures
- dedicated hardware
- higher education
- pipelined architecture
- fpga technology
- online course
- management system
- field programmable gate array
- computer mediated
- parallel architecture
- distance education
- e learning
- data sets
- batch processing
- single chip
- data flow
- high speed
- active learning
- machine learning
- flowshop
- real time image processing
- low cost
- classroom learning
- reconfigurable hardware
- xilinx virtex
- learning process
- decision trees
- web services
- multiprocessor database