Non-invasive Brain Monitoring and Stimulation

dc.contributor.advisorChoa, Fow-Sen
dc.contributor.authorMeng, Qinglei
dc.contributor.departmentComputer Science and Electrical Engineering
dc.contributor.programEngineering, Electrical
dc.date.accessioned2021-01-29T18:12:19Z
dc.date.available2021-01-29T18:12:19Z
dc.date.issued2018-01-01
dc.description.abstractThe ability to excite or block brain circuits at any desired location with focused neuromodulation techniques is critically important not only for understanding how the brain works, but also for the treatment of neural diseases. Currently neuromodulation has been applied to a broad area of diseases including: stroke, traumatic brain injury, pain, depression, bipolar disorder, anxiety, obsessive compulsive disorder, addiction, attention deficit, autism spectrum disorders, Alzheimer's disease and other dementias, schizophrenia, and epilepsy. Current neuromodulation methods are either FDA approved or under clinical trials. In this work, we develop a focused transcranial magnetic stimulator (TMS) for targeted brain stimulation. We also develop a electroencephalography (EEG) based brain monitoring technique and envision that eventually we can build a closed-loop neural modulation and monitoring system in the near future to flexibly adjust treatments according to measured responses. For the EEG monitoring, besides following the traditional brain electrical activity map, channel coherence, and correlation analysis methods, we also developed a 3-D signal tracking technique that could monitor brain activity and associate measured data with behaviors. Brain activities of delta, theta, alpha, and beta waves were traced in 3D when subjects were performing math calculations in mind or self-contemplating imagination. The technique allows us to accomplish recording and analysis without using event repeats as with the event related potential (ERP) measurement case. For the TMS work, we first developed both transient magnetic and electric vector field measurement probes with high spatial resolution and sensitivity. They were used for measurement and calibration of TMS generated 3-D vector field distribution and matched well with theoretical calculations. We also theoretically designed and experimentally implemented several different types of TMS systems that can produce a focused field, including a shield assistant field focusing system. A novel focused TMS system was developed, and we have used this system to induce reproducible unilateral movements on both mice and rats. The EMG signal was recorded and the focal spot of this TMS system was proved to be in the scale of only 2mm. Our future work will focus on both animal and human TMS coil development.
dc.formatapplication:pdf
dc.genredissertations
dc.identifierdoi:10.13016/m2gmrq-6vcw
dc.identifier.other11919
dc.identifier.urihttp://hdl.handle.net/11603/20688
dc.languageen
dc.relation.isAvailableAtThe University of Maryland, Baltimore County (UMBC)
dc.relation.ispartofUMBC Computer Science and Electrical Engineering Department Collection
dc.relation.ispartofUMBC Theses and Dissertations Collection
dc.relation.ispartofUMBC Graduate School Collection
dc.relation.ispartofUMBC Student Collection
dc.sourceOriginal File Name: Meng_umbc_0434D_11919.pdf
dc.titleNon-invasive Brain Monitoring and Stimulation
dc.typeText
dcterms.accessRightsDistribution Rights granted to UMBC by the author.
dcterms.accessRightsAccess limited to the UMBC community. Item may possibly be obtained via Interlibrary Loan thorugh a local library, pending author/copyright holder's permission.
dcterms.accessRightsThis item is likely protected under Title 17 of the U.S. Copyright Law. Unless on a Creative Commons license, for uses protected by Copyright Law, contact the copyright holder or the author.

Files

Original bundle

Now showing 1 - 1 of 1
Loading...
Thumbnail Image
Name:
Meng_umbc_0434D_11919.pdf
Size:
4.82 MB
Format:
Adobe Portable Document Format

License bundle

Now showing 1 - 1 of 1
Loading...
Thumbnail Image
Name:
MengQNonInvasive_Open.pdf
Size:
43.07 KB
Format:
Adobe Portable Document Format
Description: