FPGA Implementation of Simplified Spiking Neural Network

no code implementations • 2 Oct 2020 • Shikhar Gupta, Arpan Vyas, Gaurav Trivedi

Spiking Neural Networks (SNN) are third-generation Artificial Neural Networks (ANN) which are close to the biological neural system.

PowerPlanningDL: Reliability-Aware Framework for On-Chip Power Grid Design using Deep Learning

no code implementations • 4 May 2020 • Sukanta Dey, Sukumar Nandi, Gaurav Trivedi

The DL model is trained using the generated dataset.

Multi-target regression

An Interactive Tool for Natural Language Processing on Clinical Text

no code implementations • 6 Jul 2017 • Gaurav Trivedi, Phuong Pham, Wendy Chapman, Rebecca Hwa, Janyce Wiebe, Harry Hochheiser

Natural Language Processing (NLP) systems often make use of machine learning techniques that are unfamiliar to end-users who are interested in analyzing clinical records.

BIG-bench Machine Learning