1 code implementation • 25 Jun 2021 • Radu Dogaru, Ioana Dogaru
The main ingredient in accelerating the optimization of our model, particularly the selection of binary convolution kernels, is the Chainer/Cupy machine learning library offering significant speed-ups for training the output layer as an extreme-learning machine.
1 code implementation • 30 Jan 2021 • Radu Dogaru, Ioana Dogaru
A novel convolution neural network model, abbreviated NL-CNN is proposed, where nonlinear convolution is emulated in a cascade of convolution + nonlinearity layers.