785 citations · 1.4k across the 23 of their papers we have counts for
3 papers · 1 filter
WaveletNet: Logarithmic Scale Efficient Convolutional Neural Networks for Edge Devices
Li Jing, Rumen Dangovski, Marin Soljacic
We present a logarithmic-scale efficient convolutional neural network architecture for edge devices, named WaveletNet. Our model is based on the well-known depthwise convolution, a…
Heuristic Recurrent Algorithms for Photonic Ising Machines
Charles Roques-Carmes, Yichen Shen, Cristian Zanoci +10
The inability of conventional electronic architectures to efficiently solve large combinatorial problems motivates the development of novel computational hardware. There has been m…
Migrating Knowledge between Physical Scenarios based on Artificial Neural Networks
Yurui Qu, Li Jing, Yichen Shen +2
Deep learning is known to be data-hungry, which hinders its application in many areas of science when datasets are small. Here, we propose to use transfer learning methods to migra…