Engineering Commons^™

Automated Classification Of Eeg Signals Using Component Analysis And Support Vector Machines, Priya Balasubramanian

Masters Theses

Epileptic seizures are characterized by abnormal electrical activity occurring in the brain. EEG records the seizures demonstrating changes in signal morphology. These signal characteristics, however, differ between patients as well as between different seizures in the same patient. Epilepsy is managed with anti-epileptic medications but in some extreme cases surgery might be necessary. Non-invasive surface electrode EEG measurement gives an estimate of the seizure onset but more invasive intra-cranial electrocorticogram (ECoG) are required at times for precise localization of the epileptogenic zone.

The epileptogenic zone can be described as the cortical area targeted for resection to render the patient symptom …

Exploration Of The Validity Of The Two-Dimensional Sagittal Plane Standing Long Jump Model, Lauren Hickox

Masters Theses

Most previous standing long jump studies have been based on the assumption of two-dimensional sagittal plane motion. The purpose of this study was to investigate the validity of this assumption. Standing long jump trials were collected using six adult male subjects. Each subject stood with a foot on each of two force plates and performed eight standing long jumps for maximal distance. Inverse dynamics analyses were performed for the two-dimensional (2D) and three-dimensional (3D) models and the joint moments, powers, and work values were compared. The differences between these models with respect to the validity of the common planar jumping …

Development Of A Control System For A Power Wheelchair Trainer, Stewart James Hildebrand

Masters Theses

The development of a Power Wheelchair Trainer for use by individuals with severe motor, cognitive, and communication deficits is described. These individuals, who are limited in their ability to use self-initiated mobility, are typically not considered to be candidates for power wheelchair use. The Power Wheelchair Trainer provides a motorized platform that allows a manual wheelchair to be temporarily converted into a power wheelchair, thereby permitting these individuals to practice using powered mobility while optimally positioned in their own customized seating systems. To accommodate the needs of these individuals, the Power Wheelchair Trainer incorporates additional control features not available in …

Low Noise Nmos Imager Fabrication With A Study On The Effect Of Photodiode Shape On Dark Current, Steven Taylor

Masters Theses

The purpose of this project was to fabricate a low noise N-type Metal-Oxide- Semiconductor (NMOS) imager in the Grand Valley State University (GVSU) Cleanroom with a focus on reducing pixel dark current. Previous research suggests Photodiode (PD) shape affects dark current and charge transfer characteristics of the pixel. Five PD shapes were designed to determine an optimized pixel shape with respect to dark performance. PN junction PDs with the Three Transistor (3T) pixel architecture were found to be the most suitable for imager fabrication in the GVSU cleanroom. The integrated circuit layout of several 8x8 pixel arrays was designed to …

A Quantitative Tool For Identifying The Epileptogenic Zone Using Network Connectivity Analysis, James Michael Gurisko

Masters Theses

Approximately one-third of patients diagnosed with focal epilepsy do not respond to medication and may be candidates for surgery to remove epileptogenic tissue known as the epileptogenic zone. A detailed pre-surgical evaluation is required and often includes invasive video electroencephalographic monitoring (IVEM) using intracranial surface and depth electrodes, and a camera. The resulting large pools of electrocorticorticographic (ECoG) data are manually analyzed by an expert epileptologist to determine epileptic events. The process is time consuming and prone to human error. This thesis investigates the use of measures to identify the causal relationship between ECoG signals during propagation of a seizure …

Design Of A Portable Fast Scan Cyclic Voltammetry System For Measuring Neurotransmitter Levels, Jayson Foster

Masters Theses

The goal of this project is to design, build, and validate a more economic portable Fast Scan Cyclic Voltammetry (FSCV) device to measure the concentration of neurotransmitters like dopamine. The device will allow educational demonstrations in classrooms and allow researchers to gather data without the financial burden of a full cost system. The device is created on a Printed Circuit Board (PCB) that interfaces with a standard computer through MATLAB. This allows data collected on the PCB to be accessible to the user to display and analyze at will, all while maintaining the system’s portability and low cost. The device …