To build an Artificial Intelligence system that can assist us in daily lives, the ability to understand the world around us through visual input is essential. Prior studies train visual perception models by defining concept vocabularies and annotate data against the fixed vocabulary. It is hard to define a comprehensive set of everything, and thus…

Implementing the delayed measure feature in music education has transformed the learning experience for students that are learning to read music. By combining cognitive engagement, visual perception, and real-time performance, this approach enhances students' ability to recognize, process, and perform intricate rhythm and note patterns…

Within the last five years, more than two-thirds of the United States have passed state laws specific to dyslexia, yet there is very limited empirical research that investigates the voices of parents and/or caregivers (Woodcock, 2020). While the science of reading is at the forefront of conversation in education and legislation in Florida and…

Visualizations are an integral part of education, and the features of visualizations have been associated with differences in learning and generalization. I propose that students use the features of visualizations, such as their perceptual richness, as cues to infer the generality of the information presented in lessons. I test this proposal in 10…

This quantitative study examined the effects of stored color knowledge on learning achievement and cognitive load using a randomized pretest-posttest control group design. Social media was used to recruit 60 adult participants, randomized into control and experimental groups. A multimedia lesson was presented where the control group viewed images…

This mixed-methods case study investigated changes to first year, first-generation (FYFG) college students' visual thinking and learning while enrolled in a 15-week academic success course (ASC) with a focus on meta-learning. The researcher found that a 5-week meta-learning intervention within the ASC helped six focal participants enact changes to…

Recent research shows that deaf signers show increased behavioral and neural sensitivity to certain types of movement, such as biological motion, human actions, and signing avatars. However, other work suggests that in deaf signers exposed to signed language before age five, the mirror mechanism has minimal involvement during the perception of…

The process of spoken word recognition is influenced by both bottom-up sensory information and top-down cognitive information. These cues are used to process the phonological and semantic representations of speech. Several studies have used EEG/ERPs to study the neural mechanisms of children's spoken word recognition, but less is known about the…

This dissertation investigates the interaction of developing extralinguistic cognitive systems with early language learning and processing through the case study of verb argument structure. The interaction of these systems with the linguistic system underpins fundamental theories of language learning and use: language does not exist in isolation.…

In order to comprehend complex and abstract phenomena, students must partake in the process of learning by integrating complex and invisible components without ever physically encountering or manipulating such components. Prior knowledge and experiences will influence the way students assimilate and model new experiences and knowledge. If prior…

At the molecular level, chemical processes involve the rearrangement of atoms in space and time. Students often struggle with visualizing the 3D spatial characteristics of molecules and transition states, as well as recognizing the dynamic nature of chemistry. Both visual spatial skills and representational competence should be explicitly trained…

Background: Autism spectrum disorder and cerebral palsy are prevalent neurodevelopmental disorders. Autistic individuals or individuals with cerebral palsy often struggle with sensory processing that further impacts movement execution. Immersive virtual reality (VR) is a promising assessment and intervention modality to promote motor learning in…

Our visual system samples external information, adjusts its sensitivity and constructs a stable representation of the world that allows us to perceive and interact with objects in our environments. Visual information with different levels of complexity is processed through the hierarchically organized visual cortical areas. This dissertation…

Learning practices in education are constantly evolving to provide high-quality education. One of the trends used to provide high-quality education is incorporating technological tools to teach and learn STEM concepts. Implementing physical manipulative tools and virtual manipulative tools in STEM classrooms positively influenced conceptual…

Matching related stimuli is a foundational skill upon which a wide variety of critical repertoires are constructed. For learners with complex communication needs, including many children with autism, learned relations between pictorial stimuli and their referents are the basis for communication (Andzik et al., 2017; Crowe et al., 2021).…