1. Optimizing Deep Learning for Memory and Compute : A joint Algorithm-Architecture Exploration Open Access Author: Sarma, Anup Title: Optimizing Deep Learning for Memory and Compute : A joint Algorithm-Architecture Exploration Graduate Program: Computer Science and Engineering (PHD) Keywords: Deep LearningComputer ArchitectureMain MemoryCNN and RNN-LSTMInference and TrainingSparsityPerformance and Energy Efficiency File: Download Dissertation_copy_Final2.pdf Committee Members: Vijaykrishnan Narayanan, Major Field MemberC Lee Giles, Outside Unit & Field MemberAsit K Mishra, Special MemberChitaranjan Das, Program Head/ChairMahmut Kandemir, Dissertation Co-AdvisorChitaranjan Das, Chair & Co-Dissertation Advisr