Efficient Hardware Implementation of Incremental Learning and Inference on Chip

Ghouthi Boukli Hacene, Vincent Gripon, Nicolas Farrugia +2

In this paper, we tackle the problem of incrementally learning a classifier, one example at a time, directly on chip. To this end, we propose an efficient hardware implementation o…