Search results | J. Murrey Atkins Library

Title: A VISUAL ANALYTICS APPROACH TO FEATURE DISCOVERY AND SUBSPACE EXPLORATION IN PROTEIN FLEXIBILITY MATRICES
Author: Barlowe, Scott
Date Created: 2011
Subjects--Topical: Computer science, Bioinformatics
Description: The vast amount of information generated by domain scientists makes the transitionfrom data to knowledge difficult and often impedes important discoveries. Forexample, the knowledge gained from protein flexibility data sets can speed advancesin ge...

Title: An Integrative Algorithm/Architecture Co-Design Of Deep Spatial and Temporal Separable Convolutional Neural Networks
Author: Baharani, Mohammadreza
Date Created: 2021
Subjects--Topical: Computer engineering
Description: In this dissertation, I present my researches on the co-design of algorithms and architectures for deep spatial and temporal separable convolutional neural networks and their applications. As a first step, I will present Deep RACE as an applicatio...

Title: Braid Indices in a Class of Closed Braids
Author: Hinson, Kenneth
Date Created: 2010
Subjects--Topical: Mathematics
Description: A long-standing problem in knot theory concerns the additivity of crossing numbers of links under the connected sum operation. It is conjectured that if L₁ and L₂ are links, then Cr(L₁#L₂)=Cr(L₁)+Cr(L₂), but so far this has been proved only for ce...

Title: DEVELOPMENT AND EVALUATION OF RSSI-BASED LOCALIZATION SCHEMES FOR WIRELESS SENSOR NETWORKS TO MITIGATE SHADOWING EFFECTS
Author: CHUKU, NDUBUEZE
Date Created: 2020
Subjects--Topical: Electrical engineering, Engineering, Computer engineering
Description: Received radio frequency (RF) signal strength provides a cost-effective mechanism for distance estimation that is popularly used for range-based localization in wireless sensor networks (WSN). The typical method of determining sensor location usin...

Title: Knowledge Visualization: From Theory To Practice
Author: Jeong, Dong Hyun
Date Created: 2010
Subjects--Topical: Computer science, Information technology
Description: Visualizations have been known as efficient tools that can help users analyze complex data. However, understanding the displayed data and finding underlying knowledge is still difficult. In this work, a new approach is proposed based on understand...

Title: Leveraging LLVM IR for Design Space Exploration and Modeling of Application and Domain-Specific Hardware
Author: Rogers, Samuel
Date Created: 2022
Subjects--Topical: Computer engineering
Description: The limitations of transistor scaling and the rise of power-constrained compute environments have driven a new renaissance in hardware design through hardware acceleration. Application and domain-specific hardware accelerators offer fantastic effi...

Title: Manipulation and Perception Synergy for Autonomous Robots in Unknown Environments
Author: Mao, Huitan
Date Created: 2019
Subjects--Topical: Computer science, Robotics
Description: Intelligent robots have been increasingly used in unstructured and unknown environments rather than being limited in well-controlled settings. The key to successful autonomous robot operations in such environments is to combine robot manipulation ...

Title: On the spectral theory of 1-D Schrodinger operator with random sparse potentials
Author: Cook, Thomas
Date Created: 2019
Subjects--Topical: Mathematics
Description: The goal of this dissertation is to develop a spectral theory for the Schr\"odinger operator with sparse random potential. To do this, we will first reformulate theories for sparse deterministic potentials. This includes a general development of t...

Title: Reducing training effort in biological image classification
Author: Nguyen, Nhat Rich
Date Created: 2017
Subjects--Topical: Computer science
Description: To automatically classify biological images, machine learning techniques have been widely used to train the classifiers from labeled images. For a new category of biological object, a tedious and expensive labeling process is needed from a human e...

Title: Surface-based 3D Object Modeling, Detection, and Pose Estimation in Cluttered Environments for Robotic Manipulation
Author: TENG, ZHOU
Date Created: 2016
Subjects--Topical: Computer science
Description: Automatic identification and pose estimation of a target object through robotic perception is necessary for many robotic tasks, such as object manipulation, scene reconstruction and view planning. However, general object recognition and pose estim...

Title: The Development of the Toner Density Sensor for Closed-Loop Feedback Laser Printer Calibration
Author: Thomas, Keisha
Date Created: 2009
Subjects--Topical: Electrical engineering
Description: A new infrared (IR) sensor was developed for application in closed-loop feedback printer calibration as it relates to monochrome (black toner only) laser printers. The toner density IR sensor (TDS) was introduced in the early 1980's; however, due ...

Title: Ultra Low Power Techniques for Machine Learning on the Edge
Author: Hasan, Md Munir
Date Created: 2022
Subjects--Topical: Electrical engineering, Neurosciences
Description: Deep learning has become an integral part of machine learning. It has radically transformed our lives in healthcare, automotive systems, human computer interaction etc. Although, deep learning requires a tremendous amount of compute power and reso...

Title: Weakly Supervised Learning on Image Manifolds
Author: Wu, Hui
Date Created: 2015
Subjects--Topical: Computer science
Description: Recent work in image manifold learning has shown the prevalence of unsupervised methods that provide compact representation and perceptually meaningful organization of images in certain types of natural image sets. However, in situations where a d...