{"id":2040,"date":"2025-03-25T11:31:43","date_gmt":"2025-03-25T11:31:43","guid":{"rendered":"https:\/\/neurologyconf.com\/?p=2040"},"modified":"2025-03-25T11:31:43","modified_gmt":"2025-03-25T11:31:43","slug":"neural-population-dynamics-cognitive-function","status":"publish","type":"post","link":"https:\/\/clsconf.com\/neurology\/neural-population-dynamics-cognitive-function\/","title":{"rendered":"Neural Population Computing – Stephen E. Nadeau"},"content":{"rendered":"[section label="Banner Image" bg="1853" bg_pos="48% 56%" height="325px" height__sm="250px"]\n\n[ux_image id="1810" width="35"]\n\n[\/section]\n[section label="Media Center" bg="1907" bg_overlay="rgba(255, 255, 255, 0.85)" bg_pos="11% 79%"]\n\n[row style="large" h_align="center"]\n\n[col span="6" span__sm="12" align="right"]\n\n[button text="Submit Your Abstract for Neurology Conference 2026- France" color="secondary" size="large" animate="bounceInDown" expand="true" link="https:\/\/clsconf.com\/neurology\/abstract\/%22]\n\n[\/col]\n[col span="6" span__sm="12" align="left"]\n\n[button text="Submit Your Abstract for Psychiatry Conference 2025- Dubai" size="large" animate="bounceInDown" expand="true" link="https:\/\/clsconf.com\/neurology\/abstract\/%22]\n\n[\/col]\n\n[\/row]\n\n[\/section]\n[section label="About Text"]\n\n[title style="bold" text="Title: Neural Population Computing. Basic Principles of Population Dynamics and Cognitive Function" color="rgb(0, 0, 0)" icon="icon-menu"]\n\n[ux_text font_size="0.95" line_height="1.3" line_height__md="1.25" text_color="#836fff"]\n

Speaker Name: Stephen E. Nadeau\nUniversity of Florida College of Medicine, USA<\/h3>\n[\/ux_text]\n[row]\n\n[col span__sm=”12″ span__md=”8″]\n\nAbstract:<\/i><\/b>\n\nIntroduction<\/b>: Introduction to the principles of parallel distributed processing (PDP) and their power in explaining mechanisms underlying cognitive processes.<\/span>\n\nMaterials and Methods<\/b>: Analytic review of the PDP and cognitive science literature.<\/span>\n\nResults and Discussion<\/b>: This talk will review the basic principles of PDP. Representations in the brain are encoded as patterns of activity of large populations of neurons. The science of population encoded representations \u2014 PDP \u2014 defines cerebral processes in terms of settling within constellations of attractor basins and eventually into constellations of attractor states, thereby achieving parallel constraint satisfaction. It achieves neurological verisimilitude and has been able to account for a large number of cognitive phenomena in normal people, including stimulus recognition, the effects of stimulus salience, top-down\/bottom-up processing, the effect of statistical regularities of experience, frequency, and age of acquisition, instantiation of rules and symbols, content addressable memory and the capacity for pattern completion, preservation of function in the face of noisy or distorted input, and inference. It has made major contributions to our understanding of normal spoken and written language processing; patterns of language impairment in damaged brains in many very different languages; reactive and volitional attention (including hemispatial neglect); executive function; episodic and declarative memory; motor planning; visual processing; Piagetian stages of development; and neuroeconomics<\/a>.<\/span>\n\nConclusions<\/b>: This work provides a mechanistic account for a host of well-studied cognitive phenomena in terms of processes plausibly involving actual neurons<\/a>.<\/span>\n\nKey words<\/b>: attention, cognitive function, executive function, knowledge, language, parallel distributed processing<\/span>\n\nReferences<\/b>:\u00a0<\/span>\n\nS.E. Nadeau, \u201cNeural population dynamics and cognitive function<\/a>.\u201d <\/span>Front. Hum. Neurosci<\/span><\/i>., vol. 14, p. 50, Mar. 2020.<\/span>\n\n[\/col]\n\n[\/row]\n\n[\/section]\n[section label=” About”]\n\n[row v_align=”middle”]\n\n[col span=”5″ span__sm=”12″ span__md=”5″]\n\n[ux_banner height=”92%” height__sm=”400px” bg=”2041″ bg_size=”medium” bg_color=”rgb(255, 255, 255)” bg_pos=”64% 39%”]\n\n[\/ux_banner]\n\n[\/col]\n[col span=”7″ span__sm=”12″ span__md=”7″ padding=”0px 0px 0px 10%” padding__sm=”0px 1% 0px 1%” padding__md=”0px 2% 0px 2%”]\n\n[gap]\n\n[ux_text font_size=”1.25″ line_height=”0.75″]\n

Biography<\/h3>\n[\/ux_text]\n\nDr. Nadeau studied chemical physics and political science at the Massachusetts Institute of Technology and achieved a medical degree at the University of Florida College of Medicine. After one year of post-MD fellowship training with Kenneth M. Heilman, he has devoted his research career mainly to cognitive neurology and, in particular, to understanding how higher neural functions can be supported by actual neurons. He is currently Professor of Neurology at the University of Florida. He has published two books and 158 peer-reviewed publications and book chapters.<\/span>\n\n[button text=”Get in touch” color=”secondary” padding=”6px 30px 6px 30px” radius=”5″ link=”mailto:info@neurologyconf.com?subject=Speaker at Neurology Conference Query” target=”_blank”]\n\n[\/col]\n\n[\/row]\n[row]\n\n[col span=”4″ span__sm=”12″]\n\n[ux_html]\n\n