Search results | J. Murrey Atkins Library

Title: PERFORMANCE ANALYSIS AND CONTROL OF LATENCY UNDER MEMORY PRESSURE IN THE LINUX KERNEL FOR EDGE COMPUTING
Author: Koralahalli Channabasappa, Smita
Date Created: 2019
Subjects--Topical: Computer engineering
Description: The Edge computing paradigm seeks to bring Cloud-like compute capabilities close to the Edge of the network, next to where the data is generated, so as to minimize the data communication latency. Edge applications such as autonomous driving, surve...

Title: ASSESSING THE IMPACT OF SCHOOL BUS TRAFFIC USING MODELING SOFTWARE AND AUTOMATED TRAFFIC SIGNAL PERFORMANCE MEASURES
Author: Dumitru, Andrei
Date Created: 2019
Subjects--Topical: Computer science, Transportation, Computer engineering
Description: Some of the least studied vehicle types in the urban and suburban traffic environment are school buses. Their dynamic deficiencies, as well as the two additional rules that govern their functionality versus other vehicles (no right-turn-on-red and...

Title: EFFICIENT ATTENTION GUIDED GAN ARCHITECTURE FOR UNSUPERVISED DEPTH ESTIMATION
Author: Bhattacharyya, sumanta
Date Created: 2019
Subjects--Topical: Engineering, Computer engineering
Description: Single image depth estimation has always been a key interest in computer visioncommunity. Although depth estimation from a single monocular image still is anill-posed problem, stereo images are in rescue. Deep-learning based approaches todepth est...

Title: Development NURO-RAM: Memory management architecture for streaming CNN accelerators on edge
Author: SAWANT, ADARSH
Date Created: 2019
Subjects--Topical: Computer engineering
Description: Development of accelerators for deep learning accelerators have been gaining a lot of popularity due to sheer amount computation performed by deep learning algorithms. From the onset of Moore's law failure it has become difficult to improve the pe...

Title: A navigation system for low-cost autonomous all-terrain-vehicles
Author: Mhapankar, Shantanu
Date Created: 2019
Subjects--Topical: Electrical engineering, Automobiles--Design and construction, Computer engineering
Description: In the last decade, there has been significant research work in the field of autonomous on-road vehicle, but, research in automating off-road vehicles has been largely untouched. The main aim of this thesis was to propose a robust framework for an...

Title: A SCALABLE LSTM BASED APPROACH FOR MULTI-PEDESTRIAN TRACKING IN SURVEILLANCE CAMERAS
Author: Kulkarni, Pratik
Date Created: 2019
Subjects--Topical: Computer engineering
Description: There has been an ever growing interest in leveraging state of the art deep learning techniques for tracking objects in video frames. Such works primarily focus on using appearance based models which prove not to be effective in modelling the beha...

Title: A Recurrent Neural Network Based Patch Recommender for Linux Kernel Bugs
Author: Bableshwar, Anusha
Date Created: 2019
Subjects--Topical: Computer engineering
Description: Software bugs result in a variety of issues including system crashes, loss of system performance, incorrect output and security vulnerabilities. In this thesis, we explore the design of a patch recommender system for the Linux kernel. Software too...

Title: Bridging the gap between heterogeneous computing and next generation memory architecture using high level synthesis
Author: Rajagopala, Abhilash
Date Created: 2019
Subjects--Topical: Electrical engineering, Computer engineering
Description: The impact of transistor scaling on FPGAs is changing the role of FPGA from accelerators to a major role as processors. With this rapid development and the ability to implement complex systems on FPGAs, the conventional hardware language design fl...

Title: Algorithmic Optimization of First Convolution Layer in CNNs for Hardware Accelerator Design
Author: Chamarthi, Ramachandra Vikas
Date Created: 2019
Subjects--Topical: Electrical engineering, Computer engineering
Description: This thesis proposes "1D Convolution replacement layer ", a novel optimization for first convolution layer in CNN. This optimization enables edge friendly streaming accelerator design with a minimum drop in accuracy. This optimization reduces the ...

Title: Representing and Reasoning with Clinical Knowledge in Radiation Therapy Publications: A Step Towards Evidence-Based Medicine
Author: Zhen, Yi
Date Created: 2019
Subjects--Topical: Computer science, Computer engineering, Information technology
Description: To improve the quality and consistency of health care, evidence-based medicine (EBM) was proposed to promote the wide adoption of current best evidence to make decisions about care of individual patients. The practice of EBM in Radiation Oncology ...

Title: SYSTEM INTEGRATION OVER A CAN BUS FOR A SELF-CONTROLLED, LOW-COST AUTONOMOUS ALL-TERRAIN VEHICLE
Author: Erian, Karim
Date Created: 2019
Subjects--Topical: Automobiles--Design and construction, Computer engineering, Robotics
Description: This thesis presents research for making an All-terrain Vehicle (ATV) autonomous. The objective of this research is to have a standardized platform for autonomous ATV modules having the basic controllers integrated and working. This research inclu...