Open Access. Powered by Scholars. Published by Universities.®
- Discipline
-
- Arts and Humanities (2335)
- American Studies (1916)
- Social and Behavioral Sciences (1415)
- Education (990)
- Medicine and Health Sciences (628)
-
- Physical Sciences and Mathematics (618)
- Engineering (533)
- Other Education (368)
- Communication (362)
- Teacher Education and Professional Development (336)
- Psychology (317)
- Life Sciences (275)
- Computer Sciences (250)
- Public Health (249)
- Business (247)
- Electrical and Computer Engineering (182)
- Mass Communication (162)
- Business Administration, Management, and Operations (130)
- Environmental Sciences (127)
- Anthropology (110)
- Sociology (100)
- Computer Engineering (99)
- Social and Cultural Anthropology (98)
- Educational Administration and Supervision (91)
- Feminist, Gender, and Sexuality Studies (86)
- Behavioral Disciplines and Activities (81)
- Psychiatry and Psychology (81)
- Civil and Environmental Engineering (80)
- Communication Sciences and Disorders (79)
- Adult and Continuing Education and Teaching (75)
- Keyword
-
- Gender (75)
- Education (68)
- Race (51)
- Autism (47)
- Communication (47)
-
- Identity (45)
- Culture (43)
- Higher education (39)
- Leadership (37)
- Qualitative (37)
- Narrative (35)
- Motivation (34)
- Autoethnography (33)
- Assessment (32)
- Community (31)
- Disability (31)
- Ethnography (30)
- Health (30)
- Machine Learning (29)
- Performance (29)
- Rhetoric (29)
- Women (29)
- Children (28)
- Literacy (28)
- Technology (28)
- Training (28)
- Pedagogy (27)
- Professional development (26)
- Intervention (25)
- Depression (24)
- Publication Year
- File Type
Articles 601 - 630 of 5421
Full-Text Articles in Entire DC Network
Improving Interview Skills Through Virtual Reality With Behavior Skills Training For Students With Disabilities, Garrit Dubois
Improving Interview Skills Through Virtual Reality With Behavior Skills Training For Students With Disabilities, Garrit Dubois
USF Tampa Graduate Theses and Dissertations
Individuals with disabilities experience lower employment rates compared to the general population, highlighting the need for interventions to enhance their employability. Interview skills are the most crucial skills to develop. Researchers have used behavioral skills training (BST) to improve vocal and non-vocal aspects of interviewee behavior. Additionally, virtual reality (VR) has been used to simulate the interview process and promote generalization of skills across various environments. However, limited research has investigated the use of VR for vocational skills training in students with disabilities, particularly those still enrolled in high school. This study aimed to examine the use of VR combined …
Online News Portrayal During The Covid-19 Health Crisis And Journalism's Role In Misinformation In The U.S., Michou Ducilon
Online News Portrayal During The Covid-19 Health Crisis And Journalism's Role In Misinformation In The U.S., Michou Ducilon
USF Tampa Graduate Theses and Dissertations
The COVID-19 pandemic has brought a wealth of new information regarding the virus's origin and treatment. Regrettably, the vast amount of online information has resulted in the proliferation of misinformation, as the World Health Organization reported. To investigate whether journalists may have contributed to this problem, a qualitative analysis was conducted on 15 news articles from top-tier media outlets. Using NVivo software, the articles were analyzed to identify linguistic words and visuals that fell into coding categories based on Behrendt's (2008) contextual analysis for evaluating text. Each article was then coded again to identify common themes. During this process, new …
Predictors Of Growth In Socioemotional Functioning From Kindergarten Entry To 5th Grade For Students With And Without Disabilities, Sydney Shupe
USF Tampa Graduate Theses and Dissertations
The link between socioemotional functioning and academic achievement is well established, as is the evidence showing that children with disabilities often develop socioemotional functioning differently than peers without disabilities. However, few studies have considered how early skills are associated with growth of socioemotional functioning for children, and how that may differ for children with disabilities. Therefore, the purpose of this study was to examine the effect of academic, social, and behavioral skills at the start of kindergarten on the growth of socioemotional functioning from kindergarten to 5th grade; early socioemotional functioning, academic and cognitive skills were analyzed in a series …
Analyzing Multi-Robot Leader-Follower Formations In Obstacle-Laden Environments, Zachary J. Hinnen
Analyzing Multi-Robot Leader-Follower Formations In Obstacle-Laden Environments, Zachary J. Hinnen
USF Tampa Graduate Theses and Dissertations
Observations in biological formation from nature likes flocks of birds, herds of mammals and packs of wolves have inspired the innovation of robotic architectures. This thesis presents an approach that aims to use robotic systems to mimic leader-follower behaviors in the navigation and formation of sparse and dense environments. The goal of this work is to extend and further analyze the original work of Weitzenfeld et al [3] to evaluate new swarm and pack based multi-robot architectures with the inclusion of obstacle avoidance and variations in group formations. The multiple robot architecture is based off a wolf pack with a …
Tree Planting As An Adaptive Management Tool For Climate Change In Morocco, Stephanie J. Robinson
Tree Planting As An Adaptive Management Tool For Climate Change In Morocco, Stephanie J. Robinson
USF Tampa Graduate Theses and Dissertations
The practice of planting fruit trees to combat climate change impacts in Morocco has been growing in popularity with support from the Moroccan government and non-profit organizations. Although it is often considered a successful adaptive management tool, tree planting initiatives (TPIs) in arid lands have not been thoroughly analyzed, their management is unstandardized, and these initiatives can cause harm when trees are planted in areas that cannot support them. To implement tree planting better these TPIs need to find areas where the trees they are introducing have the best chance of survival without negatively impacting the surrounding ecosystem and human …
Evaluating Video Feedback To Improve Esports Performance In Street Fighter V, Romel C. White
Evaluating Video Feedback To Improve Esports Performance In Street Fighter V, Romel C. White
USF Tampa Graduate Theses and Dissertations
eSports is a newly rising field with rapidly increasing cultural validity. Despite the wide array of similarities between eSports and traditional sports, behavioral skill acquisition interventions have yet to be applied to video game skills. Feedback-based behavioral interventions in particular have been commonly used and implemented for effective skill acquisition for traditional sports. Although video feedback has been established as effective in conjunction with video modeling for traditional sports, further research is needed to validate its efficacy as a standalone intervention. In this study, the effects of video feedback were analyzed with three participants in a nonconcurrent multiple baseline across …
Novel Fpga Speed Grade Authentication Method For Counterfeit Identification, Ana Maria Camacho Negrete
Novel Fpga Speed Grade Authentication Method For Counterfeit Identification, Ana Maria Camacho Negrete
USF Tampa Graduate Theses and Dissertations
Today's society runs on modern microelectronics. Whether it is our computers, smartphones and tablets, navigation systems, and even automobiles, the impact of inferior components on our society's functioning is a well-known and serious challenge.Inferior components, in this context, refer to non-specification compliant parts that are known to enter the global supply chain either due to manufacturing/quality control errors or intentional component counterfeiting by non-OEM (original equipment manufacturer) sources. This thesis discusses the latter, which is a well-documented and growing challenge that poses a serious risk to every sector of our society. This has been further exacerbated by the global pandemic-driven …
3d Musculoskeletal Analysis Of The Rhea Americana Forelimb And Implications For The Evolution Of Avian Flight, Sarah Elizabeth Guzinski
3d Musculoskeletal Analysis Of The Rhea Americana Forelimb And Implications For The Evolution Of Avian Flight, Sarah Elizabeth Guzinski
USF Tampa Graduate Theses and Dissertations
To understand the evolutionary gain, and loss, of avian powered flight, attention must be paid to the wing morphology of species across these transitions. However, paleognaths, while being the most well-known flightless birds, have greatly understudied forelimbs. Additionally, current literature regarding their forelimb anatomy generally lacks a three-dimensional (3D), biomechanical approach. Among the flightless paleognaths, the rhea is notable in having the least reduced forelimb. Though not used for flight, the wings of rheas are used in other behaviors such as courtship and threat display, as well as nest defense. In this study, I investigate the forelimb anatomy of an …
Use Of Silica Dust And Lunar Simulants For Assessing Lunar Regolith Exposure, Layzamarie Irizarry-Colon
Use Of Silica Dust And Lunar Simulants For Assessing Lunar Regolith Exposure, Layzamarie Irizarry-Colon
USF Tampa Graduate Theses and Dissertations
The utilization of the lunar regolith holds immense potential for future space exploration, but the potential health risks associated with lunar regolith are a significant concern. This literature review seeks to critically assess the use of silica and lunar simulants standards and permissible exposure limits (PELs) to evaluate the adverse health effects of lunar regolith. The literature review covers an extensive analysis of existing research, health risks, toxicological properties, and physical and chemical composition associated with silica, lunar simulants, and lunar regolith by using three main sources: regulations, scholarly articles, and Kennedy Space Center (KSC) discussion. This comprehensive analysis forms …
A Psychometric Analysis Of Natural Language Inference Using Transformer Language Models, Antonio Laverghetta Jr.
A Psychometric Analysis Of Natural Language Inference Using Transformer Language Models, Antonio Laverghetta Jr.
USF Tampa Graduate Theses and Dissertations
Large language models (LLMs) are poised to transform both academia and industry. But the excitement around these generative AIs has also been met with concern for the true extent of their capabilities. This dissertation helps to address these questions by examining the capabilities of LLMs using the tools of psychometrics. We focus on analyzing the capabilities of LLMs on the task of natural language inference (NLI), a foundational benchmark often used to evaluate new models. We demonstrate that LLMs can reliably predict the psychometric properties of NLI items were those items administered to humans. Through a series of experiments, we …
Entanglements Of Teenage Food Security Within High School Pantries In Pinellas County, Florida, Karen T. Díaz Serrano
Entanglements Of Teenage Food Security Within High School Pantries In Pinellas County, Florida, Karen T. Díaz Serrano
USF Tampa Graduate Theses and Dissertations
Food insecurity has the ability to shape an individual’s or a family’s everyday life and take emotional, psychological, and physical tolls. Among adolescents, not having access to nutritious food could lead to physical effects during growth and development. Moreover, the stress and anxiety of not knowing where their next meal is coming from and the social stigma associated with being food insecure can have negative effects on mental health. A recent solution to these issues is locating food pantries in high schools. Purpose: This exploratory study examined how high school students in Pinellas County, Florida perceive the use of a …
Damned & Damned: Examining Vexatious Litigation And The Vexatious Litigant Statute In Florida Courts, Sarah L. Harper
Damned & Damned: Examining Vexatious Litigation And The Vexatious Litigant Statute In Florida Courts, Sarah L. Harper
USF Tampa Graduate Theses and Dissertations
This dissertation examines self-represented litigants subjected to limitations under the Vexatious Litigant statute (F.S. 68.093) and related case law. It draws data from official records, surveys, interviews with judges, and a thematic analysis of court orders. The present research consists of two studies: Study I focuses on the application of Florida's Vexatious Litigant statute and similar sanctions, and Study II explores judges' decision-making in cases involving challenging self-represented litigants. Restrictions on litigants' court access raise concerns about due process rights, and an assessment of the use of these sanctions and litigants' practices is vital for understanding their application. The findings …
An Examination Of Reward-Based Crowdfunding Performance And Success, Matthew Alan Grace
An Examination Of Reward-Based Crowdfunding Performance And Success, Matthew Alan Grace
USF Tampa Graduate Theses and Dissertations
Reward-based crowdfunding (RBCF), where fundraisers raise funds from a crowd of investors in return for a reward, has carved a niche as a proven option for not just entrepreneurs seeking early-stage funding, but also for established firms looking to presell or market a new product or service. Establishing crowdfunding performance and success factors is important for researchers and practitioners alike. Fortunately, a large portion of the RBCF academic literature is immediately applicable to entrepreneurs, with very little additional interpretation required. However, important questions about RBCF remain. The first paper in this three-part dissertation, a systematic literature review, examines some of …
Storying The Experiences Of A First-Year Teacher’S Mathematics-Related Teacher Identity With A Communities Of Practice Lens, Kelly Jean Navas
Storying The Experiences Of A First-Year Teacher’S Mathematics-Related Teacher Identity With A Communities Of Practice Lens, Kelly Jean Navas
USF Tampa Graduate Theses and Dissertations
This longitudinal narrative inquiry explores the influences on a first-year elementary teacher’s mathematics-related teacher identity, employing a community of practice lens. Identity is a complex concept. In this study, identity is viewed as socially constructed through new experiences. These social interactions can be seen as an individual participates in their communities of practice. A mathematics-related teacher identity intertwines a teacher’s mathematical identity with their teacher identity. This can influence their classroom decisions, as well as their planning and implementation of mathematics lessons. To gain insights into the evolution of this mathematics-related teacher identity, I listened to the stories of Suzie, …
Gender Differences In Episodic Memory In Later Life: The Mediating Role Of Education, Sara Robinson
Gender Differences In Episodic Memory In Later Life: The Mediating Role Of Education, Sara Robinson
USF Tampa Graduate Theses and Dissertations
In the United States (U.S.), 14 million individuals aged 65+ are expected to be diagnosed with dementia by 2060, and women are nearly twice as likely to be diagnosed. Low education is a well-established risk factor for dementia and is hypothesized to partly explain the gender differences in late-life cognition. However, few studies have investigated education as a mediator of these gender differences. This study aims to investigate education as a mediator of gender differences in episodic memory using longitudinal data from the U.S. Health and Retirement Study (HRS). I used a sample of 35,721 respondents (20,190 women and 15,531 …
Cyber-Physical Multi-Robot Systems In A Smart Factory: A Networked Ai Agents Approach, Zixiang Nie
Cyber-Physical Multi-Robot Systems In A Smart Factory: A Networked Ai Agents Approach, Zixiang Nie
USF Tampa Graduate Theses and Dissertations
This dissertation focuses on addressing the technical challenges of non-stationarity in smart factories through the use of cyber-physical AI agents. Industry 4.0 and smart manufacturing with smart factories as a central role, have a growing demand for Just-in-Time (JIT) and on-demand production, as well as mass customization—all while maintaining high productivity, resource efficiency and resilience. This research positions Multi-Robot Systems (MRS)-driven smart factories. The heterogeneous production and transportation robots in an MRS collaborate to form multiple real-time adjusted production flows achieving the flexibility to accommodate such on-demand, mass customization.
However, the implementation of MRS introduces new sets of challenges, including …
Communicating For Success: The Importance Of Fairness In Pre-Merger Communication, Correy Retzloff
Communicating For Success: The Importance Of Fairness In Pre-Merger Communication, Correy Retzloff
USF Tampa Graduate Theses and Dissertations
This phenomenological study explores the complexities and influences of pre-merger communication on M&A outcomes from a stakeholder perspective, using the Fair Process Theoretical Framework. The study identified the following six key themes related to pre-merger communication broken down into two distinct categories: important aspects to employees, which include Open and Honest Communication, Engagement and Clarity, Participation and Collaboration, and best practices managers can implement, such as Undertake Fair and Engaging Communication, Prioritize Strategic and Cultural Communication, Ensure Effective and Compliant Communication. The study also found that effective pre-merger communication can positively influence perceptions of fairness in the merging process. These …
Determinants Of Hormonal Contraceptive Use Among Adolescent Females In The Republic Of Benin, Marlene Joannie Bewa
Determinants Of Hormonal Contraceptive Use Among Adolescent Females In The Republic Of Benin, Marlene Joannie Bewa
USF Tampa Graduate Theses and Dissertations
Introduction: Globally, 17 million adolescent girls—ages 15-19-- give birth every year, which affects educational and professional outcomes such as school completion, future employment, and economic empowerment. In Benin, adolescent girls have a substantial unmet need for sexual and reproductive health (SRH) information and services. More specifically, the need for hormonal contraceptive products and services, as well as accurate, age-appropriate, and comprehensive sexuality education, is not met universally.
Objective: This research objective is to understand personal, behavioral, and environmental barriers and facilitators to the access and uptake of modern contraceptive methods among adolescents in Benin. This will inform recommendations for improving …
The Process Of Government In Clearwater, Florida, Picot Deboisfeuillet Floyd
The Process Of Government In Clearwater, Florida, Picot Deboisfeuillet Floyd
USF Tampa Graduate Theses and Dissertations
Based upon participant observation as city manager, the dissertation examines political processes involved in four episodes relating to the government of the City of Clearwater, Florida: the selection of a site for a branch campus of the University of South Florida, the application of technology assessment techniques to growth issues, attempts to regulate a pornographic movie and supply store, and the arrest of the city attorney. Non-mathematical game theory is used as a model for the analysis, which demonstrates that game-like processual activity takes place in a governmental structure based upon cooperation. Such analysis can have a direct impact on …
For Love Or Money: Investor Motivations In Equity-Based Crowdfunding, Jason C. Cherubini
For Love Or Money: Investor Motivations In Equity-Based Crowdfunding, Jason C. Cherubini
USF Tampa Graduate Theses and Dissertations
Crowdfunding is an increasingly popular method for entrepreneurial ventures to raise financing from a large number of small supporters (the “crowd”) instead of raising it through a small number of larger supporters. Crowdfunding is normally conducted through online platforms such as Kickstarter and Indiegogo, where the entrepreneurial venture runs a campaign directly seeking support from individual funders. Most of the research into crowdfunding to date has been focused on what elements of the crowdfunding campaign lead to eventual successful funding, especially in the rewards-based crowdfunding space. The comparatively new equity-based crowdfunding has not been as heavily researched and is technically …
Selective Framing And Narrative As Anthropocentric Agents In Yellowstone: America’S Eden, Breanna Lee Hansen
Selective Framing And Narrative As Anthropocentric Agents In Yellowstone: America’S Eden, Breanna Lee Hansen
USF Tampa Graduate Theses and Dissertations
Yellowstone: America’s Eden is but one example of nature documentaries tackling the complexities of nature-culture relationships during the age of the Anthropocene. Yellowstone National Park, the first to be named, is a primary example of how our relationship to the natural world developed through conservation and commodification. Yellowstone: America’s Eden demonstrates how film techniques conceal nature as a human construct through selective framing and narrative. By analyzing editing techniques made in the representation of Yellowstone National Park, this thesis bridges anthropocentrism to nature documentaries. Drawing on interdisciplinary research from media studies, environmental humanities, and anthropology, this thesis analyzes the ways …
Police Officers’ Perceptions Of Gunshot Detection Technology, Courtney L. Weber
Police Officers’ Perceptions Of Gunshot Detection Technology, Courtney L. Weber
USF Tampa Graduate Theses and Dissertations
Prior research has shown that police officers’ perceptions has an influence on technological advancement implementation into an agency. Prior gunshot detection technology (GST) research has looked at how effective the technology is at decreasing response times, bringing gunfire to the attention of police, and tracking gun crime trends in the jurisdiction. However, it remains unknown whether police officers support the use of GST technology, and whether they feel that there is sufficient training and support available to them to utilize GST effectively. Therefore, this thesis aims to address several central questions regarding police officers’ perceptions of GST, their support for …
Synthesis Of Small Molecule Modulators Of Non-Traditional Drug Targets, Jamie Nunziata
Synthesis Of Small Molecule Modulators Of Non-Traditional Drug Targets, Jamie Nunziata
USF Tampa Graduate Theses and Dissertations
This work details the effort toward structure-activity-relationship (SAR) studies and synthesis of the small molecule modulators of two non-traditional drug targets. The first part of this manuscript (chapters 1–2) will discuss the collaborative work and synthesis of an inhibitor of Slingshot Homology 1 (SSH1) with the potential therapeutic application toward Alzheimer’s Disease (AD) treatment. The second part (chapters 3–6) will discuss the synthetic efforts toward modulation of a protein target known as STING, or stimulator of interferon genes, with the therapeutic application toward autoimmune disease or anti-tumor activity.
AD is a progressive and degenerative illness that holds the title of …
Exposure Characteristics Of Environmental Chemicals By Life Stages, Nisha Vijayakumar
Exposure Characteristics Of Environmental Chemicals By Life Stages, Nisha Vijayakumar
USF Tampa Graduate Theses and Dissertations
Environmental chemicals are ubiquitous and can contribute to human exposure. These exposures can result in long-term health consequences if they occur in early life. However, exposures to environmental chemicals are not evenly distributed throughout childhood. As a result, there exists variation in the levels of chemical exposure depending on the developmental stages, pathways of exposure, and broader systemic factors. However, in early life, limited research exists on exposures to environmental chemicals, particularly phthalates, pesticides, and polycyclic aromatic hydrocarbons (PAHs). In addition, environmental exposures to phthalates, pesticides, and PAHs, considering life stages, have not been fully explored. Hence it is imperative …
Machine Learning Approach For Static Ransomware Analysis, Aldin Vehabovic
Machine Learning Approach For Static Ransomware Analysis, Aldin Vehabovic
USF Tampa Graduate Theses and Dissertations
Ransomware is a form of malware which uses encryption methods to make data inaccessible to legitimate users. This cyberthreat has emerged as one of the most serious security challenges today, and a wide range of ransomware families have been developed and deployed, causing immense damage to governments, corporations, and private users. As this malware type continues to expand, governments across the world are taking serious steps to limit its reach. In addition, researchers have proposed a range of ransomware detection and attribution schemes, most of which use advanced machine learning (ML) techniques to process and analyze real-world empirical data from …
Meta-Analysis Of United States Seabird Populations Based On Ocean Biodiversity Information System (Obis) Records (1965–2018), Savannah Hartman
Meta-Analysis Of United States Seabird Populations Based On Ocean Biodiversity Information System (Obis) Records (1965–2018), Savannah Hartman
USF Tampa Graduate Theses and Dissertations
Understanding the distribution of organisms is an important priority for society as we live through ecosystem transformations that threaten the well-being of all organisms. I have approached the dynamic and complex issue of studying biodiversity by using open-access seabird data collected along the Americas since the 1960s. I explained how these data have changed over time and space, how certain species populations could have shifted over time, and possible correlations between this potential geographic change and select environmental variables.
In Chapter 2 I evaluated the suitability of the open-access data archive Ocean Biodiversity Information System (OBIS) for supporting detailed inquiry …
Defining A Factor-Induced Signaling Signature For Endothelial Tubulogenesis, Sprouting, And Pericyte Recruitment, Prisca Kuanting Lin
Defining A Factor-Induced Signaling Signature For Endothelial Tubulogenesis, Sprouting, And Pericyte Recruitment, Prisca Kuanting Lin
USF Tampa Graduate Theses and Dissertations
Endothelial cells (ECs) form the inner lining of blood capillary walls. Our laboratory has developed a serum-free, defined Factor system that allows for human ECs to sprout, form lumens and tube networks, recruit pericytes, and induce capillary basement membrane deposition in 3D extracellular matrices. We have shown that the Factor system drives morphogenesis through the activation of multiple signaling pathways; however, we do not know if all factors in the Factor system are needed to induce maximal EC morphogenesis. If so, we have yet to identify why the Factors are critical to the model other than that they induce activation …
Enhancing And Securing Wireless Medical Technology For Diagnosis And Treatment Of Lower Urinary Tract Dysfunction, Farhath Zareen
Enhancing And Securing Wireless Medical Technology For Diagnosis And Treatment Of Lower Urinary Tract Dysfunction, Farhath Zareen
USF Tampa Graduate Theses and Dissertations
Lower urinary tract dysfunction (LUTD) is a debilitating medical condition that affects millions of individuals worldwide. Urodynamics is the current gold standard for diagnosing LUTD but uses non-physiologically fast, retrograde cystometric filling to obtain a brief snapshot of bladder function. Current state-of-the-art research in bladder monitoring includes ambulatory urodynamics using wireless implantable devices to evaluate bladder function during natural filling for long-term monitoring. However, there are various challenges and limitations to this multi-sensor approach. This research focuses on developing frameworks for automated event detection, data analysis, and optimization of long-term bladder recordingsto improve the diagnosis and treatment of LUTD. In …
Evaluating The Accuracy Of Inertial Measurment Units In Detecting Gait Parameters For Lower Limb Prosthesis And Orthosis Users, Bryce Fuller
Evaluating The Accuracy Of Inertial Measurment Units In Detecting Gait Parameters For Lower Limb Prosthesis And Orthosis Users, Bryce Fuller
USF Tampa Graduate Theses and Dissertations
A Gait Extraction System (GES) was developed to investigate the accuracy of wearable sensors by producing gait parameters, to be compared against a gold standard motion capture system. Two inertial measurement units (IMUs) were placed in the lower limb region, specifically in the shank region of each leg. The GES uses algorithms to extract the gait cycle from raw acceleration data to produce gait parameters such as stride length, stride time, step length, step time, stance time, swing time and cadence. There were three main trials that consisted solely of a flat road, a road with small hills and a …
Optimization Techniques For Machine Learning Inference And Near Memory Image Processing In Hardware For Highly Constrained Iot Edge Nodes, Rajeev Joshi
USF Tampa Graduate Theses and Dissertations
The growing demand for fast and energy-efficient hardware for resource-constrained Internet of Things (IoT) edge devices has highlighted the limitations of conventional computing architectures. This research focuses on addressing the demand for fast, optimized, and energy-efficient machine learning inference engines as well as image processing in IoT edge applications. In this work, we address three challenging research problems and devise efficient solutions. Our investigation involved comprehensive exploration and analysis, leading to the proposal of effective approaches for overcoming these demanding issues. Through our work, we contribute novel solutions that offer improved efficiency and effectiveness in handling these research problems.
First, …