IEEE

Distributed-Memory Sparse Deep Neural Network Inference Using Global Arrays

Abstract: Partitioned Global Address Space (PGAS) models exhibit tremendous promise in developing efficient and productive distributed-memory parallel applications. They have been used extensively in ...
IEEE

All-Optical Neural Networks Using Silicon MRR Arrays and III-V SOAs

Abstract: We propose an all-optical deep optical neural network based on silicon MRR arrays and III- $V$ SOAs. The demonstrated all-optical neuron has been used on ...