2 papers
cs.LG2024
FedSC: Provable Federated Self-supervised Learning with Spectral Contrastive Objective over Non-i.i.d. Data
Shusen Jing, Anlan Yu, Shuai Zhang +1
Recent efforts have been made to integrate self-supervised learning (SSL) with the framework of federated learning (FL). One unique challenge of federated self-supervised learning…
cs.NE2019
Inference with Hybrid Bio-hardware Neural Networks
Yuan Zeng, Zubayer Ibne Ferdous, Weixiang Zhang +6
To understand the learning process in brains, biologically plausible algorithms have been explored by modeling the detailed neuron properties and dynamics. On the other hand, simpl…