eTD Explore

Start Over Committee Member Vijaykrishnan Narayanan Keyword CNN and RNN-LSTM Keyword Computer Architecture

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 Learning
Computer Architecture
Main Memory
CNN and RNN-LSTM
Inference and Training
Sparsity
Performance and Energy Efficiency
File:: Download Dissertation_copy_Final2.pdf
Committee Members:: Vijaykrishnan Narayanan, Major Field Member
C Lee Giles, Outside Unit & Field Member
Asit K Mishra, Special Member
Chitaranjan Das, Program Head/Chair
Mahmut Kandemir, Dissertation Co-Advisor
Chitaranjan Das, Chair & Co-Dissertation Advisr

Search