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cs.LG2023
Energy Efficient Training of SNN using Local Zeroth Order Method
Bhaskar Mukhoty, Velibor Bojkovic, William de Vazelhes +3
Spiking neural networks are becoming increasingly popular for their low energy requirement in real-world tasks with accuracy comparable to the traditional ANNs. SNN training algori…
cs.LG2022★ 1 cited
GAGA: Deciphering Age-path of Generalized Self-paced Regularizer
Xingyu Qu, Diyang Li, Xiaohan Zhao +1
Nowadays self-paced learning (SPL) is an important machine learning paradigm that mimics the cognitive process of humans and animals. The SPL regime involves a self-paced regulariz…