12/21/2023 0 Comments Forts game usrb2013, Pending Co-Investigator, Title: R21: Social Decision-Making among Assaulted Adolescents National Institutes of Mental Health, $2,974,420, Submitted Oct. 2013, Pending Principal Investigator, Title: R21: Explicit deconvolution methods for identifying whole-brain connectivity networks National Institutes of Mental Health, $415,012, Submitted Oct. National Institutes of Biomedical Imaging and Bioengineering, $385,475, Submitted Jun. Darrell Whitley Examined subthreshold seeking behavior of local neighborhood search. Colorado State University, Fort Collins, CO Graduate Student Researcher, May 2002–Dec. (c) Designed and implemented a C library for developing machine learning experiments in the GENESIS neural modeling language. (b) Developed a computational framework that solves for conductance coefficients of voltage-gated and calcium-gated ion channels directly from membrane potential recordings. Edward Dudek Projects: (a) Examined dynamics of partially observable reinforcement learning domains and modeled these domains via recurrent neural networks. Colorado State University Fort Collins, CO Graduate Student Researcher, Jan. José Millán’s machine learning group to study analysis of EEG signals as applied to brain computer interfaces. IDIAP Research Institute Martigny, Switzerland Visiting Graduate Researcher, Jan. Barak Pearlmutter to study the theory and practice of applying adaptive dynamic bases to learning problems. Hamilton Institute, National University of Ireland Maynooth, Ireland Visiting Graduate Researcher, Apr. (c) Combining reinforcement learning and nonlinear dynamic systems theory toward a non-parametric framework for policy gradient descent. (b) Developing a generative model of in vitro neural dynamics under external stimulation. 2010 Collaborators: Joelle Pineau and Massimo Avoli Projects: (a) Constructing adaptive neurostimulation treatments of epilepsy via model-based reinforcement learning. 2010–present McGill University Montreal, Canada Post-doctoral Researcher, Feb. in Chemical Engineering conferred May 1998 Experience University of Arkansas at Little Rock (UALR) Little Rock, AR Assistant Professor, Dept. 2003 University of Pennsylvania Philadelphia, PA B.S.E. Anderson Colorado State University Fort Collins, CO M.S. in Computer Science conferred May 2008 Thesis: An Echo State Model of non-Markovian Reinforcement Learning Thesis Advisor: Charles W. Education Colorado State University Fort Collins, CO Ph.D. Phone: 501.569.8143 Fax: 501.398.3883 E-mail: URL: Įxpertise Machine learning, adaptive control, and applications to neuroinformatics and gaming. Bush Curriculum Vitae Computer Science Dept.
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