Search results | J. Murrey Atkins Library

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: 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 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: 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: 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: Cache-Aware Implementation of Compressed Sensing Reconstruction using Walsh-Hadamard Transform on a Multicore Architecture
Author: Ramgopal, Aneesh
Date Created: 2014
Subjects--Topical: Electrical engineering, Computer engineering
Description: The recent development of the compressed sensing (CS) theory has given rise to several algorithms being proposed for signal acquisition and reconstruction. Implementing these algorithms are computationally demanding and pose several challenges for...

Title: Characterizing Latencies of Edge Video Streaming
Author: Balhaj, Mohamed
Date Created: 2017
Subjects--Topical: Computer engineering
Description: The use of video streaming has been growing rapidly in the recent years and has beenutilized in various applications. Many of these applications are latency sensitive, butthe latency requirements varies largely from one application to another. The...

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: 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: ENABLING ACCELERATOR-SOC CO-DESIGN USING RISC-V CHIPYARD
Author: Muchandi, Shruthi
Date Created: 2020
Subjects--Topical: Electrical engineering, Computer engineering
Description: The rise in transistor cost in conjunction with the slowdown of Moore’s law has increased the demand for scalable SoC (System-on-Chip) based frameworks. The opportunity provided by reconfigurable and extensible full-system frameworks opens up a wi...

Title: Efficient and Scalable Highway Asset Detection
Author: Bhojwani, Ekta
Date Created: 2021
Subjects--Topical: Computer science, Computer engineering, Artificial intelligence
Description: The roads and highways are a valuable asset for the state department of transportation. It takes massive investment and a huge amount of time to maintain the road assets condition. Therefore, it becomes important to automate the maintenance proces...

Title: EfficientHRNet: Efficient and Scalable Networks for Pose Estimation and Segmentation
Author: Sheth, Aneri
Date Created: 2020
Subjects--Topical: Computer engineering, Artificial intelligence
Description: Recent years have brought great advancement in 2D human pose estimation. However,bottom-up approaches that do not rely on external detectors to generate personcrops, tend to have large model sizes and intense computational requirements, makingthem...

Title: Empowering FPGAs For Massively Parallel Applications
Author: SHIDDIBHAVI, SUHAS ASHOK
Date Created: 2018
Subjects--Topical: Electrical engineering, Engineering, Computer engineering
Description: The availability of OpenCL High-Level Synthesis (OpenCL-HLS) has made FPGAs an attractive platform for power-efficient high-performance execution of massively parallel applications. FPGAs with their customizable data-path, deep pipelining abilitie...

Title: Enabling Kubernetes for distributed AI processing on edge devices
Author: Raheja, Ronak Vijay
Date Created: 2020
Subjects--Topical: Computer science, Computer engineering
Description: AI processing has been a big area of focus for the research community for quite some years. The growing computation capability of edge devices has allowed Computer Vision to make use of AI techniques with greater efficiency and throughput. This ap...

Title: Evaluating Kubernetes at the Edge for Fault Tolerant Multi Camera Computer Vision Applications
Author: Heckmann, Owen
Date Created: 2014
Subjects--Topical: Computer engineering
Description: The rise of AI powered computer vision algorithms offers the possibility of intelligent data processing, and decision making based on streaming data from video cameras. Applications such as Smart Cities could potentially use these video cameras fo...

Title: Exploring the scalability of OpenCL for massively parallel applications on Xilinx cloud platform
Author: Thiagarajan, Jhanani
Date Created: 2020
Subjects--Topical: Computer engineering
Description: Field Programmable Gate Array (FPGA) is becoming a preferred platform for the high-performance computing community because of the flexibility to adapt to new computing challenges. FPGAs also provide a greater power-efficient alternative for GPUs w...

Title: Functional Safety Model for E/E Component of an autonomous vehicle
Author: Gosavi, Mukul Anil
Date Created: 2018
Subjects--Topical: Automobiles--Design and construction, Computer engineering
Description: Currently there is extensive research and investment in safety technologies, such as Advanced Driver Assistance Systems (\gls{adas}) for enabling road vehicles to become intelligent and safer, thus making them detect and prevent possible accidents...

Title: LOGIC LOCKING FRAMEWORK AND ITS APPLICATION FOR SECURE BOOT IN FPGAs
Author: Reji Joseph, Sam
Date Created: 2020
Subjects--Topical: Computer engineering
Description: The semiconductor industry faces a major issue with the rise of counterfeit ICs in the global supply chain. Due to globalisation, the majority of the IC design companies have become fabless. This can be credited to major production costs and the n...

Title: Multi-destination rendezvous in cognitive radio networks
Author: Samak, Tamer
Date Created: 2017
Subjects--Topical: Electrical engineering, Computer science, Computer engineering
Description: The radio spectrum is a limited natural resource and the increase of wireless devices operating in the unlicensed bands of the spectrum has led to its overcrowding resulting in poor performance of those radio devices. Moreover, the static spectrum...

Title: OPTIMIZATION OF COMMUNICATION TRAFFIC IN HAMMER PROTOCOL USING 3D ELECTRONIC MESH NETWORK ON CHIP
Author: Suresh, Harishankar
Date Created: 2016
Subjects--Topical: Electrical engineering, Computer engineering
Description: In 1980s a processor had only one core, whose performance was improved by increasing the processor frequency. But this caused overheating and thus improvement in performance was halted. To get more performance multi core processor was introduced t...