An FPGA-based SOM circuit architecture for online learning of 64-QAM data streams.
Miguel Angelo de Abreu de SousaRicardo PiresSara D. dos S. PerseghiniEmilio Del-Moral-HernandezPublished in: IJCNN (2018)
Keyphrases
- online learning
- data streams
- hardware implementation
- sliding window
- hardware design
- self organizing maps
- hardware architecture
- high speed
- data sets
- real time
- e learning
- higher education
- management system
- active learning
- neural network
- software architecture
- distance education
- streaming data
- kohonen self organizing map
- online course
- concept drift
- computer mediated
- itemsets
- stream data
- unsupervised learning
- low cost
- analog vlsi
- amplitude modulation
- hardware architectures
- sensor networks
- input space
- distance learning
- computer simulation
- continuous data streams