Browsing Theses (UMKC) by Thesis Advisor "Derakhshani, Reza"
Now showing items 1-5 of 5
-
A Multimodal Text-To-MIDI Transformer Model with Special Consideration To Artist Usage
(2023)Generative AI systems are of great interest in the field of automated music production. Current well-known state-of-the-art music generation systems such as MusicLM, while incredibly versatile and tractable, do not allow ... -
Application of Wrapper Methods to Non-Invasive Brain-State Detection: An Opto-Electric Approach
(University of Missouri--Kansas City, 2011-01-20)Using a classification guided feature selection (wrapper method) in conjunction with a new performance metric, I present a solution to multi-class subject invariant Brain Computer Interface (BCIs) using electroencephalography ... -
Classification of Human Postural and Gestural Movements Using Center of Pressure Parameters Derived From Force Platforms
(University of Missouri--Kansas City, 2010)The human body, while standing, can be imagined as a complex feedback system that produces continuous sway patterns. Subtle body movements that can be caused by sensory cues such as visual or auditory, affective, cognitive, ... -
A comparative study of surrogate musculoskeletal models using various neural network configurations
(2013)The central idea in musculoskeletal modeling is to be able to predict body-level (e.g. muscle forces) as well as tissue-level information (tissue-level stress, strain, etc.). To develop computationally efficient techniques ... -
Hand Gesture Recognition via Electromyographic (EMG) Armband for CAD Software CONTROL
(University of Missouri -- Kansas City, 2018)In the past, computers - whether personal or at work - required a mouse and key board to interact with them, and they are still used to this day. Even for video games a physical tool (controller) is needed to interact ...