571 citations · 858 across the 10 of their papers we have counts for
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cs.LG2017★ 26 cited
Sparse Coding by Spiking Neural Networks: Convergence Theory and Computational Results
Ping Tak Peter Tang, Tsung-Han Lin, Mike Davies
In a spiking neural network (SNN), individual neurons operate autonomously and only communicate with other neurons sparingly and asynchronously via spike signals. These characteris…
cs.CV2017★ 47 cited
Enabling Sparse Winograd Convolution by Native Pruning
Sheng Li, Jongsoo Park, Ping Tak Peter Tang
Sparse methods and the use of Winograd convolutions are two orthogonal approaches, each of which significantly accelerates convolution computations in modern CNNs. Sparse Winograd…