Neural Network Inference on Mobile SoCs

no code implementations • 24 Aug 2019 • Siqi Wang, Anuj Pathania, Tulika Mitra

Mobile devices are empowered with heterogeneous multi-processor Systems-on-Chips (SoCs) to process ML workloads such as Convolutional Neural Network (CNN) inference.

High-Throughput CNN Inference on Embedded ARM big.LITTLE Multi-Core Processors

no code implementations • 14 Mar 2019 • Siqi Wang, Gayathri Ananthanarayanan, Yifan Zeng, Neeraj Goel, Anuj Pathania, Tulika Mitra

IoT Edge intelligence requires Convolutional Neural Network (CNN) inference to take place in the edge devices itself.

Vocal Bursts Intensity Prediction