19 citations · 19 across the 1 of their papers we have counts for
2 papers
cs.LG2019
Latent Weights Do Not Exist: Rethinking Binarized Neural Network Optimization
Koen Helwegen, James Widdicombe, Lukas Geiger +3
Optimization of Binarized Neural Networks (BNNs) currently relies on real-valued latent weights to accumulate small update steps. In this paper, we argue that these latent weights…
cs.NE2017★ 19 cited
Efficient Computation in Adaptive Artificial Spiking Neural Networks
Davide Zambrano, Roeland Nusselder, H. Steven Scholte +1
Artificial Neural Networks (ANNs) are bio-inspired models of neural computation that have proven highly effective. Still, ANNs lack a natural notion of time, and neural units in AN…