Challenges Using FPGA Clusters for Distributed CNN Training.
Philipp KreowskyJustin KnapheideBenno StabernackPublished in: FPL (2023)
Keyphrases
- cellular neural networks
- distributed systems
- clustering algorithm
- distributed environment
- multi agent
- lessons learned
- online learning
- key issues
- cooperative
- training phase
- hierarchical clustering
- real time
- training set
- data sets
- training algorithm
- training process
- supervised learning
- test set
- lightweight
- signal processing
- peer to peer
- high speed
- training samples
- computer networks
- neural network
- hardware implementation
- active learning
- distributed data
- low cost