571 citations · 2.8k across the 60 of their papers we have counts for
3 papers · 1 filter
Neural Networks Designing Neural Networks: Multi-Objective Hyper-Parameter Optimization
Sean C. Smithson, Guang Yang, Warren J. Gross +1
Artificial neural networks have gone through a recent rise in popularity, achieving state-of-the-art results in various fields, including image classification, speech recognition,…
Sparsely-Connected Neural Networks: Towards Efficient VLSI Implementation of Deep Neural Networks
Arash Ardakani, Carlo Condo, Warren J. Gross
Recently deep neural networks have received considerable attention due to their ability to extract and represent high-level abstractions in data sets. Deep neural networks such as…
VLSI Implementation of Deep Neural Network Using Integral Stochastic Computing
Arash Ardakani, François Leduc-Primeau, Naoya Onizawa +2
The hardware implementation of deep neural networks (DNNs) has recently received tremendous attention: many applications in fact require high-speed operations that suit a hardware…