{"id":201,"date":"2018-10-18T12:52:23","date_gmt":"2018-10-18T16:52:23","guid":{"rendered":"https:\/\/my.ece.ncsu.edu\/undergrad\/?page_id=201"},"modified":"2026-02-06T14:37:12","modified_gmt":"2026-02-06T19:37:12","slug":"special-topics","status":"publish","type":"page","link":"https:\/\/my.ece.ncsu.edu\/undergrad\/academic-information\/special-topics\/","title":{"rendered":"Special Topics"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">Fall 2026<\/h2>\n\n\n\n<div class=\"wp-block-advgb-accordions advgb-accordions-26f84980-d909-44bf-bada-caaa6d894ae7 advgb-accordion-wrapper\" data-collapsed=\"true\">\n\n\n\n\n<div class=\"wp-block-advgb-accordion-item advgb-accordion-item\" style=\"margin-bottom:15px\"><div class=\"advgb-accordion-header\" style=\"background-color:#cc0000;color:#eee;border-style:solid;border-width:1px;border-radius:2px\"><span class=\"advgb-accordion-header-icon accordion-state\"><svg fill=\"#fff\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"><path fill=\"none\" d=\"M0,0h24v24H0V0z\"><\/path><path d=\"M19,13h-6v6h-2v-6H5v-2h6V5h2v6h6V13z\"><\/path><\/svg><svg fill=\"#fff\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"><path fill=\"none\" d=\"M0,0h24v24H0V0z\"><\/path><path d=\"M19,13H5v-2h14V13z\"><\/path><\/svg><\/span><h4 class=\"advgb-accordion-header-title\" style=\"color:inherit\">ECE 492 &#8211; 058 Circuit Board Layout<\/h4><\/div><div class=\"advgb-accordion-body\" style=\"border-style:solid !important;border-width:1px !important;border-color:undefined !important;border-top:none !important;border-radius:2px !important\">\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/drive.google.com\/file\/d\/1m762bQpKFIxJYtuzprA-ppzNezIQFBKj\/view?usp=drive_link\">See Syllabus<\/a><\/div>\n\n<\/div>\n\n<\/div><\/div>\n\n\n\n\n\n\n\n\n\n<div class=\"wp-block-advgb-accordion-item advgb-accordion-item\" style=\"margin-bottom:15px\"><div class=\"advgb-accordion-header\" style=\"background-color:#cc0000;color:#eee;border-style:solid;border-width:1px;border-radius:2px\"><span class=\"advgb-accordion-header-icon accordion-state\"><svg fill=\"#fff\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"><path fill=\"none\" d=\"M0,0h24v24H0V0z\"><\/path><path d=\"M19,13h-6v6h-2v-6H5v-2h6V5h2v6h6V13z\"><\/path><\/svg><svg fill=\"#fff\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"><path fill=\"none\" d=\"M0,0h24v24H0V0z\"><\/path><path d=\"M19,13H5v-2h14V13z\"><\/path><\/svg><\/span><h4 class=\"advgb-accordion-header-title\" style=\"color:inherit\">ECE 492 &#8211; 063 Control Systems for Robotics<\/h4><\/div><div class=\"advgb-accordion-body\" style=\"border-style:solid !important;border-width:1px !important;border-color:undefined !important;border-top:none !important;border-radius:2px !important\">\n\n<p>Introduction to dynamics and control for robotic systems tailored for computer scientists. Concepts including ordinary differential equations, kinematics, and dynamics for common air and ground robotic systems will be introduced. Systems concepts such as step, impulse responses, Laplace Transform will be introduced. Feedback control via classical methods (e.g., Nyquist, Bode), PID, and modern state-space and observer-based design will be explored. Emphasis on implementation, and simulation on an aerial multicopter robot will help students visualize and evaluate learning and control design performance.<\/p>\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/drive.google.com\/file\/d\/1yDBXzBSLpwj6z5Bdx7KYtwmMYMchlXwQ\/view?usp=drive_link\">See syllabus<\/a><\/div>\n\n<\/div>\n\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-advgb-accordions advgb-accordions-80f21fea-f1b2-4a8b-b634-ae26d76210db advgb-accordion-wrapper\" data-collapsed=\"true\">\n<div class=\"wp-block-advgb-accordion-item advgb-accordion-item advgb-dyn-8c2891ce\" style=\"margin-bottom:15px\"><div class=\"advgb-accordion-header\" style=\"background-color:#cc0000;color:#eee;border-style:solid;border-width:1px;border-radius:2px\"><span class=\"advgb-accordion-header-icon accordion-state\"><svg fill=\"#fff\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"><path fill=\"none\" d=\"M0,0h24v24H0V0z\"><\/path><path d=\"M12,2C6.48,2,2,6.48,2,12s4.48,10,10,10s10-4.48,10-10S17.52,2,12,2z M17,13h-4v4h-2v-4H7v-2h4V7h2v4h4V13z\"><\/path><\/svg><svg fill=\"#fff\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"><path fill=\"none\" d=\"M0,0h24v24H0V0z\"><\/path><path d=\"M12,2C6.48,2,2,6.48,2,12s4.48,10,10,10s10-4.48,10-10S17.52,2,12,2z M17,13H7v-2h10V13z\"><\/path><\/svg><\/span><h4 class=\"advgb-accordion-header-title\" style=\"color:inherit\">ECE 492 &#8211; 070 Laser Diodes and Photonic Integrated Circuits<\/h4><\/div><div class=\"advgb-accordion-body\" style=\"border-style:solid !important;border-width:1px !important;border-color:undefined !important;border-top:none !important;border-radius:2px !important\">\n\n<ul class=\"wp-block-list\">\n\n<li>Basic understanding. Recombination processes. Laser diode characteristics. Optical gain and loss. Frequency response. Rate equations. Interaction of photons and electrons\/holes.<\/li>\n\n\n<li>Basic engineering calculations. Efficiency and power versus current. Gain versus carrier density in quantum wells, bandgap versus alloy composition. Determining internal parameters (internal loss, efficiency, and gain) from laser diode data.<\/li>\n\n\n<li>Advanced calculations. Scattering and transfer matrixes for cavities. Response versus frequency. Quantum well energy states. Transverse waveguide modes. Threshold carrier densities.<\/li>\n\n\n<li>Design optoelectronic devices. Design of DFB, VCSEL, or DBR laser. Design of quantum well for specific energy transitions. Design of cavity dimensions and mirror losses for minimum threshold current.<\/li>\n\n<\/ul>\n\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-advgb-accordions advgb-accordions-960e479a-597b-4b12-a37b-5e6660ec77b5 advgb-accordion-wrapper\" data-collapsed=\"true\">\n<div class=\"wp-block-advgb-accordion-item advgb-accordion-item\" style=\"margin-bottom:15px\"><div class=\"advgb-accordion-header\" style=\"background-color:#cc0000;color:#eee;border-style:solid;border-width:1px;border-radius:2px\"><span class=\"advgb-accordion-header-icon accordion-state\"><svg fill=\"#fff\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"><path fill=\"none\" d=\"M0,0h24v24H0V0z\"><\/path><path d=\"M12,2C6.48,2,2,6.48,2,12s4.48,10,10,10s10-4.48,10-10S17.52,2,12,2z M17,13h-4v4h-2v-4H7v-2h4V7h2v4h4V13z\"><\/path><\/svg><svg fill=\"#fff\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"><path fill=\"none\" d=\"M0,0h24v24H0V0z\"><\/path><path d=\"M12,2C6.48,2,2,6.48,2,12s4.48,10,10,10s10-4.48,10-10S17.52,2,12,2z M17,13H7v-2h10V13z\"><\/path><\/svg><\/span><h4 class=\"advgb-accordion-header-title\" style=\"color:inherit\">ECE 492 &#8211; 071 Introduction to Image Processing and Computer Vision<\/h4><\/div><div class=\"advgb-accordion-body\" style=\"border-style:solid !important;border-width:1px !important;border-color:undefined !important;border-top:none !important;border-radius:2px !important\">\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/drive.google.com\/file\/d\/1dDdmgJte0K2xAgLMqutfXcqgQU-_yA8F\/view?usp=drive_link\">SEE syllabus<\/a><\/div>\n\n<\/div>\n\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-advgb-accordion-item advgb-accordion-item\" style=\"margin-bottom:15px\"><div class=\"advgb-accordion-header\" style=\"background-color:#cc0000;color:#eee;border-style:solid;border-width:1px;border-radius:2px\"><span class=\"advgb-accordion-header-icon accordion-state\"><svg fill=\"#fff\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"><path fill=\"none\" d=\"M0,0h24v24H0V0z\"><\/path><path d=\"M12,2C6.48,2,2,6.48,2,12s4.48,10,10,10s10-4.48,10-10S17.52,2,12,2z M17,13h-4v4h-2v-4H7v-2h4V7h2v4h4V13z\"><\/path><\/svg><svg fill=\"#fff\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"><path fill=\"none\" d=\"M0,0h24v24H0V0z\"><\/path><path d=\"M12,2C6.48,2,2,6.48,2,12s4.48,10,10,10s10-4.48,10-10S17.52,2,12,2z M17,13H7v-2h10V13z\"><\/path><\/svg><\/span><h4 class=\"advgb-accordion-header-title\" style=\"color:inherit\">ECE 492 &#8211; 072 Mathematical Foundations of Data Science<\/h4><\/div><div class=\"advgb-accordion-body\" style=\"border-style:solid !important;border-width:1px !important;border-color:undefined !important;border-top:none !important;border-radius:2px !important\">\n<p><\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/drive.google.com\/file\/d\/1PXb3QpCiM5kXTVeViPSb3PeO-AIMSFWU\/view?usp=drive_link\">see syllabus<\/a><\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-advgb-accordion-item advgb-accordion-item\" style=\"margin-bottom:15px\"><div class=\"advgb-accordion-header\" style=\"background-color:#cc0000;color:#eee;border-style:solid;border-width:1px;border-radius:2px\"><span class=\"advgb-accordion-header-icon accordion-state\"><svg fill=\"#fff\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"><path fill=\"none\" d=\"M0,0h24v24H0V0z\"><\/path><path d=\"M12,2C6.48,2,2,6.48,2,12s4.48,10,10,10s10-4.48,10-10S17.52,2,12,2z M17,13h-4v4h-2v-4H7v-2h4V7h2v4h4V13z\"><\/path><\/svg><svg fill=\"#fff\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"><path fill=\"none\" d=\"M0,0h24v24H0V0z\"><\/path><path d=\"M12,2C6.48,2,2,6.48,2,12s4.48,10,10,10s10-4.48,10-10S17.52,2,12,2z M17,13H7v-2h10V13z\"><\/path><\/svg><\/span><h4 class=\"advgb-accordion-header-title\" style=\"color:inherit\">ECE 492 &#8211; 073 Introduction to Quantum Machine Learning<\/h4><\/div><div class=\"advgb-accordion-body\" style=\"border-style:solid !important;border-width:1px !important;border-color:undefined !important;border-top:none !important;border-radius:2px !important\">\n\n<p><\/p>\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/drive.google.com\/file\/d\/1PXb3QpCiM5kXTVeViPSb3PeO-AIMSFWU\/view?usp=drive_link\">see syllabus<\/a><\/div>\n\n<\/div>\n\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-advgb-accordion-item advgb-accordion-item\" style=\"margin-bottom:15px\"><div class=\"advgb-accordion-header\" style=\"background-color:#cc0000;color:#eee;border-style:solid;border-width:1px;border-radius:2px\"><span class=\"advgb-accordion-header-icon accordion-state\"><svg fill=\"#fff\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"><path fill=\"none\" d=\"M0,0h24v24H0V0z\"><\/path><path d=\"M12,2C6.48,2,2,6.48,2,12s4.48,10,10,10s10-4.48,10-10S17.52,2,12,2z M17,13h-4v4h-2v-4H7v-2h4V7h2v4h4V13z\"><\/path><\/svg><svg fill=\"#fff\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"><path fill=\"none\" d=\"M0,0h24v24H0V0z\"><\/path><path d=\"M12,2C6.48,2,2,6.48,2,12s4.48,10,10,10s10-4.48,10-10S17.52,2,12,2z M17,13H7v-2h10V13z\"><\/path><\/svg><\/span><h4 class=\"advgb-accordion-header-title\" style=\"color:inherit\">ECE 492 &#8211; 074 Perf\/Sec Adv Microarch<\/h4><\/div><div class=\"advgb-accordion-body\" style=\"border-style:solid !important;border-width:1px !important;border-color:undefined !important;border-top:none !important;border-radius:2px !important\">\n\n<p><\/p>\n\n<\/div><\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Spring 2026<\/h2>\n\n\n\n<div class=\"wp-block-advgb-accordions advgb-accordions-0b05862a-6b46-42c7-9f9b-2cfa735e2c2f advgb-accordion-wrapper\" data-collapsed=\"true\">\n<div class=\"wp-block-advgb-accordion-item advgb-accordion-item\" style=\"margin-bottom:15px\"><div class=\"advgb-accordion-header\" style=\"background-color:#cc0000;color:#eee;border-style:solid;border-width:1px;border-radius:2px\"><span class=\"advgb-accordion-header-icon accordion-state\"><svg fill=\"#fff\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"><path fill=\"none\" d=\"M0,0h24v24H0V0z\"><\/path><path d=\"M19,13h-6v6h-2v-6H5v-2h6V5h2v6h6V13z\"><\/path><\/svg><svg fill=\"#fff\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"><path fill=\"none\" d=\"M0,0h24v24H0V0z\"><\/path><path d=\"M19,13H5v-2h14V13z\"><\/path><\/svg><\/span><h4 class=\"advgb-accordion-header-title\" style=\"color:inherit\">ECE 492 &#8211; 053 Neural Networks<\/h4><\/div><div class=\"advgb-accordion-body\" style=\"border-style:solid !important;border-width:1px !important;border-color:undefined !important;border-top:none !important;border-radius:2px !important\">\n\n<p><strong>Suggested Pre-requisites:<\/strong> Programming experience (an object-oriented language), basic linear algebra (ECE 220, MA 305 or 405), basic vector calculus (MA 242 or equivalent), and basic probability and statistics (ST 370\/371 or equivalent). <\/p>\n\n\n<p>Techniques for the design of neural networks for machine learning. An introduction to deep learning. Emphasis on theoretical and practical aspects including implementations using state-of-the-art software libraries.<\/p>\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/drive.google.com\/file\/d\/170gArzUNrL7HV12l-NkJrn4PhB2eOkYp\/view?usp=drive_link\">see syllabus<\/a><\/div>\n\n<\/div>\n\n<\/div><\/div>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-advgb-accordions advgb-accordions-70006140-44c7-4756-940d-1e0c4235a012 advgb-accordion-wrapper\" data-collapsed=\"true\">\n<div class=\"wp-block-advgb-accordion-item advgb-accordion-item\" style=\"margin-bottom:15px\"><div class=\"advgb-accordion-header\" style=\"background-color:#cc0000;color:#eee;border-style:solid;border-width:1px;border-radius:2px\"><span class=\"advgb-accordion-header-icon accordion-state\"><svg fill=\"#fff\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"><path fill=\"none\" d=\"M0,0h24v24H0V0z\"><\/path><path d=\"M19,13h-6v6h-2v-6H5v-2h6V5h2v6h6V13z\"><\/path><\/svg><svg fill=\"#fff\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"><path fill=\"none\" d=\"M0,0h24v24H0V0z\"><\/path><path d=\"M19,13H5v-2h14V13z\"><\/path><\/svg><\/span><h4 class=\"advgb-accordion-header-title\" style=\"color:inherit\">ECE 492 &#8211; 054 Signal Process Perspective Quant Comp<\/h4><\/div><div class=\"advgb-accordion-body\" style=\"border-style:solid !important;border-width:1px !important;border-color:undefined !important;border-top:none !important;border-radius:2px !important\">\n\n<p>This course provides an introduction to quantum algorithms primarily through inner product space and signal processing perspectives. As such, it will be advantageous for students to be familiar with linear algebra (e.g., Math 305 or 405), linear systems (ECE 301) and signal processing (e.g., ECE 410), and basics of quantum computing, specifically quantum gates. Because most students lack at least part of this background, we will review these materials during the first half of the course. It will also be helpful for students to be familiar with probability and statistics (e.g., ST 371 or ECE 514). Some programming proficiency, for example in Matlab or Python, could be helpful.<\/p>\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/drive.google.com\/file\/d\/1s8oztzy37HWAuU0Ul4U0vykOZIUh1IsP\/view?usp=drive_link\">SEE Syllabus<\/a><\/div>\n\n<\/div>\n\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-advgb-accordions advgb-accordions-fe83238e-ac1e-424d-b2cb-73467b832150 advgb-accordion-wrapper\" data-collapsed=\"true\">\n<div class=\"wp-block-advgb-accordion-item advgb-accordion-item\" style=\"margin-bottom:15px\"><div class=\"advgb-accordion-header\" style=\"background-color:#cc0000;color:#eee;border-style:solid;border-width:1px;border-radius:2px\"><span class=\"advgb-accordion-header-icon accordion-state\"><svg fill=\"#fff\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"><path fill=\"none\" d=\"M0,0h24v24H0V0z\"><\/path><path d=\"M19,13h-6v6h-2v-6H5v-2h6V5h2v6h6V13z\"><\/path><\/svg><svg fill=\"#fff\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"><path fill=\"none\" d=\"M0,0h24v24H0V0z\"><\/path><path d=\"M19,13H5v-2h14V13z\"><\/path><\/svg><\/span><h4 class=\"advgb-accordion-header-title\" style=\"color:inherit\">ECE 492 &#8211; 056 Robot Motion Planning<\/h4><\/div><div class=\"advgb-accordion-body\" style=\"border-style:solid !important;border-width:1px !important;border-color:undefined !important;border-top:none !important;border-radius:2px !important\">\n\n<p>This course will introduce fundamental concepts in robot motion planning with a focus on spatial manipulators utilizing simulation and, if available, real robots. The course\u2019s topics will include rigid-body spatial transformations, robot kinematics, trajectory generation, configuration space, and sampling-based path planning. Course projects and exercises will utilize a high-level programming language and modern tools and environments used in robotics.<\/p>\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/drive.google.com\/file\/d\/1zZYWirczQRZaOS2G_2wYcJ8G7Vq6FG0x\/view\" target=\"_blank\" rel=\"noreferrer noopener\">SEE SYLLABUS<\/a><\/div>\n\n<\/div>\n\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-advgb-accordions advgb-accordions-43eb5e77-6cca-45c6-8ecb-d9d906325eb0 advgb-accordion-wrapper\" data-collapsed=\"true\">\n<div class=\"wp-block-advgb-accordion-item advgb-accordion-item\" style=\"margin-bottom:15px\"><div class=\"advgb-accordion-header\" style=\"background-color:#cc0000;color:#eee;border-style:solid;border-width:1px;border-radius:2px\"><span class=\"advgb-accordion-header-icon accordion-state\"><svg fill=\"#fff\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"><path fill=\"none\" d=\"M0,0h24v24H0V0z\"><\/path><path d=\"M19,13h-6v6h-2v-6H5v-2h6V5h2v6h6V13z\"><\/path><\/svg><svg fill=\"#fff\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"><path fill=\"none\" d=\"M0,0h24v24H0V0z\"><\/path><path d=\"M19,13H5v-2h14V13z\"><\/path><\/svg><\/span><h4 class=\"advgb-accordion-header-title\" style=\"color:inherit\">ECE 492 &#8211; 057 Physical AI w. Brain-Inspired Electronics<\/h4><\/div><div class=\"advgb-accordion-body\" style=\"border-style:solid !important;border-width:1px !important;border-color:undefined !important;border-top:none !important;border-radius:2px !important\">\n\n<p><strong>Suggested Pre-requisites:<\/strong> Interest in microelectronic devices, unconventional electronics, computing, biophysics, neuroscience<\/p>\n\n\n<p>Topics include: History of electronics &amp; computing, limitations, elements of neuroscience (ions, cells, neurons, synapses, higher-order phenomena), artificial synapses &amp; neurons, contemporary applications (physical ANNs with memory arrays, on-chip processing &amp; classification, logic &amp; decision making, adaptive &amp; evolvable electronics, sensorimotor learning in robotics, neuromorphic bio-interfaces, biocomputing)<\/p>\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/drive.google.com\/file\/d\/1iTWb3_gNSFMz73pVbqJVcY9WOUJzkAg9\/view?usp=drive_link\">see syllabus<\/a><\/div>\n\n<\/div>\n\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-advgb-accordions advgb-accordions-bbe56562-43bd-4fa0-9437-4f8677b0f8eb advgb-accordion-wrapper\" data-collapsed=\"true\">\n<div class=\"wp-block-advgb-accordion-item advgb-accordion-item\" style=\"margin-bottom:15px\"><div class=\"advgb-accordion-header\" style=\"background-color:#cc0000;color:#eee;border-style:solid;border-width:1px;border-radius:2px\"><span class=\"advgb-accordion-header-icon accordion-state\"><svg fill=\"#fff\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"><path fill=\"none\" d=\"M0,0h24v24H0V0z\"><\/path><path d=\"M19,13h-6v6h-2v-6H5v-2h6V5h2v6h6V13z\"><\/path><\/svg><svg fill=\"#fff\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"><path fill=\"none\" d=\"M0,0h24v24H0V0z\"><\/path><path d=\"M19,13H5v-2h14V13z\"><\/path><\/svg><\/span><h4 class=\"advgb-accordion-header-title\" style=\"color:inherit\">ECE 492 &#8211; 058 Circuit Board Layout<\/h4><\/div><div class=\"advgb-accordion-body\" style=\"border-style:solid !important;border-width:1px !important;border-color:undefined !important;border-top:none !important;border-radius:2px !important\">\n\n<p><strong>Suggested Pre-requisites:<\/strong> C or better in ECE 200 and ECE 211<\/p>\n\n\n<p>Introduction to System Printed Circuit Board designing for microcontroller-based embedded computer systems.<\/p>\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/drive.google.com\/file\/d\/1m762bQpKFIxJYtuzprA-ppzNezIQFBKj\/view?usp=drive_link\">See Syllabus<\/a><\/div>\n\n<\/div>\n\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-advgb-accordions advgb-accordions-f6eca8cd-c923-4d6e-9ec2-96824a31e58f advgb-accordion-wrapper\" data-collapsed=\"true\">\n<div class=\"wp-block-advgb-accordion-item advgb-accordion-item\" style=\"margin-bottom:15px\"><div class=\"advgb-accordion-header\" style=\"background-color:#cc0000;color:#eee;border-style:solid;border-width:1px;border-radius:2px\"><span class=\"advgb-accordion-header-icon accordion-state\"><svg fill=\"#fff\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"><path fill=\"none\" d=\"M0,0h24v24H0V0z\"><\/path><path d=\"M19,13h-6v6h-2v-6H5v-2h6V5h2v6h6V13z\"><\/path><\/svg><svg fill=\"#fff\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"><path fill=\"none\" d=\"M0,0h24v24H0V0z\"><\/path><path d=\"M19,13H5v-2h14V13z\"><\/path><\/svg><\/span><h4 class=\"advgb-accordion-header-title\" style=\"color:inherit\">ECE 492 &#8211; 067 Ubiquitous Computer and Mobile Health<\/h4><\/div><div class=\"advgb-accordion-body\" style=\"border-style:solid !important;border-width:1px !important;border-color:undefined !important;border-top:none !important;border-radius:2px !important\">\n\n<p><strong>Suggested Pre-requisite<\/strong>: ECE 309 or CSC 316<\/p>\n\n\n<p>This course introduces how wearable and mobile systems sensors can be used to gather data relevant to understand health, how the data can be analyzed with advanced signal processing and machine learning, and the evaluation performance of these systems in terms of diagnostics and disease progression detection. The course will also touch on how to solve privacy concerns in building mobile health systems in the real world.<\/p>\n\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-advgb-accordions advgb-accordions-2b01ab41-cc70-4db5-afc0-3b72e5157560 advgb-accordion-wrapper\" data-collapsed=\"true\">\n<div class=\"wp-block-advgb-accordion-item advgb-accordion-item\" style=\"margin-bottom:15px\"><div class=\"advgb-accordion-header\" style=\"background-color:#cc0000;color:#eee;border-style:solid;border-width:1px;border-radius:2px\"><span class=\"advgb-accordion-header-icon accordion-state\"><svg fill=\"#fff\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"><path fill=\"none\" d=\"M0,0h24v24H0V0z\"><\/path><path d=\"M19,13h-6v6h-2v-6H5v-2h6V5h2v6h6V13z\"><\/path><\/svg><svg fill=\"#fff\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"><path fill=\"none\" d=\"M0,0h24v24H0V0z\"><\/path><path d=\"M19,13H5v-2h14V13z\"><\/path><\/svg><\/span><h4 class=\"advgb-accordion-header-title\" style=\"color:inherit\">ECE 492 &#8211; 068 Applied Quantum Mechanics for Engineering<\/h4><\/div><div class=\"advgb-accordion-body\" style=\"border-style:solid !important;border-width:1px !important;border-color:undefined !important;border-top:none !important;border-radius:2px !important\">\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/drive.google.com\/file\/d\/1gsEIbrcyGeXJtPcv9ByHEAmcaZ_dP-kW\/view?usp=drive_link\">See Syllabus<\/a><\/div>\n\n<\/div>\n\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-advgb-accordions advgb-accordions-4a56bed0-3033-4270-a558-22e57658f1ed advgb-accordion-wrapper\" data-collapsed=\"true\">\n<div class=\"wp-block-advgb-accordion-item advgb-accordion-item\" style=\"margin-bottom:15px\"><div class=\"advgb-accordion-header\" style=\"background-color:#cc0000;color:#eee;border-style:solid;border-width:1px;border-radius:2px\"><span class=\"advgb-accordion-header-icon accordion-state\"><svg fill=\"#fff\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"><path fill=\"none\" d=\"M0,0h24v24H0V0z\"><\/path><path d=\"M19,13h-6v6h-2v-6H5v-2h6V5h2v6h6V13z\"><\/path><\/svg><svg fill=\"#fff\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"><path fill=\"none\" d=\"M0,0h24v24H0V0z\"><\/path><path d=\"M19,13H5v-2h14V13z\"><\/path><\/svg><\/span><h4 class=\"advgb-accordion-header-title\" style=\"color:inherit\">ECE 492 &#8211; 069 The Physics and Operations of Qubits<\/h4><\/div><div class=\"advgb-accordion-body\" style=\"border-style:solid !important;border-width:1px !important;border-color:undefined !important;border-top:none !important;border-radius:2px !important\">\n\n<p><strong>Suggested Pre-requisites:<\/strong> E 304 or ECE 304 or ECE 302 or MSE 355 or PY 401 or PY 407<\/p>\n\n\n<p>This course provides an in-depth exploration of the physics and operational principles of various qubit technologies, which are fundamental building blocks of quantum computing. The course is designed to equip students with a comprehensive understanding of different types of qubits, their underlying physics, and the challenges associated with their implementation and scaling.<\/p>\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n\n<div class=\"wp-block-button is-style-fill\"><a class=\"wp-block-button__link has-white-color has-wolfpack-red-background-color has-text-color has-background has-link-color wp-element-button\" href=\"https:\/\/drive.google.com\/file\/d\/1J8DC93k8lsGCaSy0GFZ2KSYovjywY5rp\/view?usp=drive_link\">SEE SYLLABUS<\/a><\/div>\n\n<\/div>\n\n<\/div><\/div>\n<\/div>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n<p><\/p>\n\n\n\n\n\n\n\n<p><\/p>\n\n\n\n\n\n\n\n<div class=\"wp-block-buttons is-content-justification-left is-layout-flex wp-container-core-buttons-is-layout-fdcfc74e wp-block-buttons-is-layout-flex\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Fall 2026 Spring 2026<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":8,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"advgb_blocks_editor_width":"","advgb_blocks_columns_visual_guide":"","footnotes":""},"class_list":["post-201","page","type-page","status-publish","hentry"],"acf":[],"coauthors":[],"author_meta":{"author_link":"https:\/\/my.ece.ncsu.edu\/undergrad\/author\/cphall2\/","display_name":"Charles Hall"},"relative_dates":{"created":"Posted 7 years ago","modified":"Updated 2 months ago"},"absolute_dates":{"created":"Posted on October 18, 2018","modified":"Updated on February 6, 2026"},"absolute_dates_time":{"created":"Posted on October 18, 2018 12:52 pm","modified":"Updated on February 6, 2026 2:37 pm"},"featured_img_caption":"","featured_img":false,"series_order":"","_links":{"self":[{"href":"https:\/\/my.ece.ncsu.edu\/undergrad\/wp-json\/wp\/v2\/pages\/201","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/my.ece.ncsu.edu\/undergrad\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/my.ece.ncsu.edu\/undergrad\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/my.ece.ncsu.edu\/undergrad\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/my.ece.ncsu.edu\/undergrad\/wp-json\/wp\/v2\/comments?post=201"}],"version-history":[{"count":80,"href":"https:\/\/my.ece.ncsu.edu\/undergrad\/wp-json\/wp\/v2\/pages\/201\/revisions"}],"predecessor-version":[{"id":1889,"href":"https:\/\/my.ece.ncsu.edu\/undergrad\/wp-json\/wp\/v2\/pages\/201\/revisions\/1889"}],"up":[{"embeddable":true,"href":"https:\/\/my.ece.ncsu.edu\/undergrad\/wp-json\/wp\/v2\/pages\/8"}],"wp:attachment":[{"href":"https:\/\/my.ece.ncsu.edu\/undergrad\/wp-json\/wp\/v2\/media?parent=201"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}