Challenges Using FPGA Clusters for Distributed CNN Training.

Philipp Kreowsky Justin Knapheide Benno Stabernack

Published 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