{"id":1493,"date":"2019-03-07T10:52:48","date_gmt":"2019-03-07T02:52:48","guid":{"rendered":"https:\/\/cde.nus.edu.sg\/ece\/?page_id=1493"},"modified":"2024-12-28T17:38:43","modified_gmt":"2024-12-28T09:38:43","slug":"graduate-course-listing","status":"publish","type":"page","link":"https:\/\/cde.nus.edu.sg\/ece\/graduate\/graduate-course-listing\/","title":{"rendered":"Graduate Course Listing"},"content":{"rendered":"\n\n\t\t\t\t\t<ul id=\"menu-graduate\"><li id=\"menu-item-13720\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/research-based-programmes\/\">Research-Based Programmes<\/a>\n<ul>\n\t<li id=\"menu-item-13721\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/research-based-programmes\/phd-m-eng\/\">PhD\/M.Eng<\/a><\/li>\n\t<li id=\"menu-item-13722\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/research-based-programmes\/phd-master-of-engineering-industrial-postgraduate-programme\/\">PhD\/Master of Engineering &#8211; Industrial Postgraduate Programme<\/a><\/li>\n\t<li id=\"menu-item-13723\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/research-based-programmes\/doctor-of-engineering-engd\/\">Doctor of Engineering (EngD)<\/a><\/li>\n\t<li id=\"menu-item-13724\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/research-based-programmes\/collaborative-initiatives-phd-programme\/\">Collaborative Initiatives (PhD Programme)<\/a><\/li>\n\t<li id=\"menu-item-13979\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/graduate-course-listing\/\">Graduate Course Listing<\/a><\/li>\n\t<li id=\"menu-item-14701\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/graduate-course-registration\/\">Course Registration Guide<\/a><\/li>\n\t<li id=\"menu-item-13980\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/class-timetables\/\">Class Timetables<\/a><\/li>\n<\/ul>\n<\/li>\n<li id=\"menu-item-13969\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/msc-electrical-engineering\/\">Master of Science (Electrical Engineering)<\/a>\n<ul>\n\t<li id=\"menu-item-13982\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/msc-electrical-engineering\/overview\/\">Overview<\/a><\/li>\n\t<li id=\"menu-item-13984\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/msc-electrical-engineering\/programme-structure-degree-requirements\/\">Curriculum<\/a><\/li>\n\t<li id=\"menu-item-13986\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/msc-electrical-engineering\/admission-requirements\/\">Admission Requirements<\/a><\/li>\n\t<li id=\"menu-item-13992\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/msc-electrical-engineering\/msc-application\/\">Admission Procedure<\/a><\/li>\n\t<li id=\"menu-item-13990\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/msc-electrical-engineering\/tuition-fees\/\">Fees and Financial Information<\/a><\/li>\n\t<li id=\"menu-item-13996\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/msc-electrical-engineering\/faqs\/\">Frequently Asked Questions (FAQs)<\/a><\/li>\n\t<li id=\"menu-item-13998\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/graduate-course-registration\/\">Course Registration Guide<\/a><\/li>\n\t<li id=\"menu-item-13999\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/class-timetables\/\">Class Timetables<\/a><\/li>\n<\/ul>\n<\/li>\n<li id=\"menu-item-13968\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/msc-computer-engineering\/\">Master of Science (Computer Engineering)<\/a>\n<ul>\n\t<li id=\"menu-item-13981\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/msc-computer-engineering\/overview\/\">Overview<\/a><\/li>\n\t<li id=\"menu-item-14711\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/msc-computer-engineering\/programme-structure-degree-requirements\/\">Curriculum<\/a><\/li>\n\t<li id=\"menu-item-13987\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/msc-computer-engineering\/admission-requirements\/\">Admission Requirements<\/a><\/li>\n\t<li id=\"menu-item-13994\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/msc-computer-engineering\/msc-application\/\">Admission Procedure<\/a><\/li>\n\t<li id=\"menu-item-13989\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/msc-computer-engineering\/tuition-fees\/\">Fees and Financial Information<\/a><\/li>\n\t<li id=\"menu-item-13995\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/msc-computer-engineering\/faqs\/\">Frequently Asked Questions (FAQs)<\/a><\/li>\n\t<li id=\"menu-item-14001\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/graduate-course-registration\/\">Course Registration Guide<\/a><\/li>\n\t<li id=\"menu-item-14000\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/class-timetables\/\">Class Timetables<\/a><\/li>\n<\/ul>\n<\/li>\n<li id=\"menu-item-18947\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/msc_sto\/\">Master of Science (Semiconductor Technology and Operations)<\/a>\n<ul>\n\t<li id=\"menu-item-18952\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/msc_sto\/overview\/\">Overview<\/a><\/li>\n\t<li id=\"menu-item-18953\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/msc_sto\/programme-structure-degree-requirements\/\">Curriculum<\/a><\/li>\n\t<li id=\"menu-item-18951\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/msc_sto\/admission-requirements\/\">Admission Requirements<\/a><\/li>\n\t<li id=\"menu-item-18950\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/msc_sto\/msc-application\/\">Admission Procedure<\/a><\/li>\n\t<li id=\"menu-item-18949\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/msc_sto\/tuition-fees\/\">Fees and Financial Information<\/a><\/li>\n\t<li id=\"menu-item-18948\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/msc_sto\/faqs\/\">Frequently Asked Questions (FAQs)<\/a><\/li>\n\t<li id=\"menu-item-18975\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/graduate-course-registration\/\">Course Registration Guide<\/a><\/li>\n\t<li id=\"menu-item-18976\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/class-timetables\/\">Class Timetables<\/a><\/li>\n\t<li id=\"menu-item-18167\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/class-timetables\/\">Class Timetables<\/a><\/li>\n<\/ul>\n<\/li>\n<li id=\"menu-item-14002\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/msc-ee-nusri-suzhou-programme\/\">3+1+1 Education Framework: Master of Science (Electrical Engineering)<\/a>\n<ul>\n\t<li id=\"menu-item-13983\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/msc-ee-nusri-suzhou-programme\/overview\/\">Overview<\/a><\/li>\n\t<li id=\"menu-item-14005\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/msc-ee-nusri-suzhou-programme\/programme-structure-degree-requirements\/\">Curriculum<\/a><\/li>\n\t<li id=\"menu-item-13988\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/msc-ee-nusri-suzhou-programme\/admission-requirements\/\">Admission Requirements<\/a><\/li>\n\t<li id=\"menu-item-13993\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/msc-ee-nusri-suzhou-programme\/msc-application\/\">Admission Procedure<\/a><\/li>\n\t<li id=\"menu-item-13991\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/msc-ee-nusri-suzhou-programme\/tuition-fees\/\">Fees and Financial Information<\/a><\/li>\n\t<li id=\"menu-item-13997\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/msc-ee-nusri-suzhou-programme\/faqs\/\">Frequently Asked Questions (FAQs)<\/a><\/li>\n\t<li id=\"menu-item-13970\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/graduate-course-registration\/\">Course Registration Guide<\/a><\/li>\n\t<li id=\"menu-item-14006\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/class-timetables\/\">Class Timetables<\/a><\/li>\n<\/ul>\n<\/li>\n<li id=\"menu-item-15294\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/311-education-framework-master-of-science-computer-engineering\/\">3+1+1 Education Framework: Master of Science (Computer Engineering)<\/a>\n<ul>\n\t<li id=\"menu-item-15298\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/311-education-framework-master-of-science-computer-engineering\/overview\/\">Overview<\/a><\/li>\n\t<li id=\"menu-item-15300\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/311-education-framework-master-of-science-computer-engineering\/programme-structure-degree-requirements\/\">Curriculum<\/a><\/li>\n\t<li id=\"menu-item-15302\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/311-education-framework-master-of-science-computer-engineering\/admission-requirements\/\">Admission Requirements<\/a><\/li>\n\t<li id=\"menu-item-15316\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/311-education-framework-master-of-science-computer-engineering\/msc-application\/\">Admission Procedure<\/a><\/li>\n\t<li id=\"menu-item-15301\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/311-education-framework-master-of-science-computer-engineering\/tuition-fees\/\">Fees and Financial Information<\/a><\/li>\n\t<li id=\"menu-item-15315\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/311-education-framework-master-of-science-computer-engineering\/frequently-asked-questions-faqs\/\">Frequently Asked Questions (FAQs)<\/a><\/li>\n\t<li id=\"menu-item-18006\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/graduate-course-registration\/\">Course Registration Guide<\/a><\/li>\n<\/ul>\n<\/li>\n<li id=\"menu-item-14007\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/continuing-education\/\">Continuing Education<\/a>\n<ul>\n\t<li id=\"menu-item-14008\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/continuing-education\/programmes-for-individual\/\">Programmes for Individual<\/a>\n\t<ul>\n\t\t<li id=\"menu-item-14009\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/continuing-education\/programmes-for-individual\/graduate-certificates\/\">Graduate Certificates<\/a>\n\t\t<ul>\n\t\t\t<li id=\"menu-item-14015\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/continuing-education\/programmes-for-individual\/graduate-certificates\/overview\/\">GC &#8211; Overview<\/a><\/li>\n\t\t\t<li id=\"menu-item-14021\"><a href=\"\/ece\/graduate\/continuing-education\/programmes-for-individual\/graduate-certificates\/programme-requirements\/\">Programme Requirements<\/a><\/li>\n\t\t\t<li id=\"menu-item-14030\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/continuing-education\/programmes-for-individual\/graduate-certificates\/application-for-graduate-certificate\/\">Application for Graduate Certificate<\/a><\/li>\n\t\t\t<li id=\"menu-item-14024\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/continuing-education\/programmes-for-individual\/graduate-certificates\/internet-of-things\/\">Internet of Things<\/a><\/li>\n\t\t\t<li id=\"menu-item-14025\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/continuing-education\/programmes-for-individual\/graduate-certificates\/robotics-and-automation\/\">Robotics and Automation<\/a><\/li>\n\t\t\t<li id=\"menu-item-19732\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/continuing-education\/programmes-for-individual\/graduate-certificates\/semiconductor-technology-and-operations\/\">Semiconductor Technology and Operations<\/a><\/li>\n\t\t<\/ul>\n<\/li>\n\t\t<li id=\"menu-item-14010\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/continuing-education\/programmes-for-individual\/standalone-modular-courses\/\">Standalone Courses<\/a><\/li>\n\t<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li id=\"menu-item-14013\"><a href=\"https:\/\/cde.nus.edu.sg\/ece\/graduate\/scholarship-financial-support\/\">Scholarship &amp; Financial Support<\/a><\/li>\n<\/ul>\t\n\t<h2>\n\t\tECE GRADUATE COURSE\n\t<\/h2>\n\t<p>Below are the list of graduate courses (4 units each, unless otherwise specified) which are open to ECE research students.<\/p>\n<p> Listing is subject to changes in event of staff movement, change in curriculum etc.\u00a0 <em>Refer to <a href=\"https:\/\/cde.nus.edu.sg\/ece\/class-timetables\/\" target=\"_blank\" rel=\"noopener\">GD class timetable<\/a> for courses offered in the semester [see note(8)]<\/em><\/p>\n<p><strong>[UPDATING WORK IN PROGRESS &#8211; AY2024\/2025]<\/strong><\/p>\n<table>\n<tbody>\n<tr>\n<th colspan=\"2\"><strong>Course Code<\/strong><\/th>\n<th><strong>Course Title<\/strong><strong>\u00a0<\/strong><\/th>\n<th><strong>Remark<\/strong><\/th>\n<th><strong>Offering Semester<\/strong><\/th>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE5101\/linear-systems\" target=\"_blank\" rel=\"noopener noreferrer\">EE5101<\/a><\/strong><\/td>\n<td>Linear Systems<\/td>\n<td>Cross-listed: ME5401. Host is ECE Dept.<\/td>\n<td>1, 2<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE5103\/computer-control-systems\" target=\"_blank\" rel=\"noopener noreferrer\">EE5103<\/a><\/strong><\/td>\n<td>Computer Control Systems<\/td>\n\n<td>1<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE5106\/advanced-robotics\" target=\"_blank\" rel=\"noopener noreferrer\">EE5106<\/a><\/strong><\/td>\n<td>Advanced Robotics<\/td>\n<td>Cross-listed: ME5402. Host is ME Dept.<\/td>\n<td>2<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><a href=\"https:\/\/nusmods.com\/modules\/EE5111\/selected-topics-in-industrial-control-instrumentation\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>EE5111<\/strong><\/a><\/td>\n<td>Selected Topics in Industrial Control &amp; Instrumentation<\/td>\n\n<td>1<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE5134\/optical-communications-and-networks\" target=\"_blank\" rel=\"noopener noreferrer\">EE5134<\/a><\/strong><\/td>\n<td>Optical Communications and Networks<\/td>\n<td>Married course: EE6134<\/td>\n<td>2<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE5137\/stochastic-processes\" target=\"_blank\" rel=\"noopener noreferrer\">EE5137<\/a><\/strong><\/td>\n<td>Stochastic Processes<\/td>\n\n<td>2<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE5138\/optimization-for-communication-systems\" target=\"_blank\" rel=\"noopener noreferrer\">EE5138<\/a><\/strong><\/td>\n<td>Optimization for Electrical Engineering<\/td>\n\n<td>2<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE5303\/microwave-electronics\" target=\"_blank\" rel=\"noopener noreferrer\">EE5303<\/a><\/strong><\/td>\n<td>Microwave Electronics<\/td>\n\n<td>1<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE5308\/antenna-engineering\" target=\"_blank\" rel=\"noopener noreferrer\">EE5308<\/a><\/strong><\/td>\n<td>Antenna Engineering<\/td>\n\n<td>1<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><a href=\"https:\/\/nusmods.com\/courses\/EE5311\/differentiable-and-probabilistic-computing\"><strong>EE5311<\/strong><\/a><\/td>\n<td>Differentiable and Probabilistic Computing<\/td>\n\n<td>2<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE5434\/microelectronic-processes-and-integration\" target=\"_blank\" rel=\"noopener noreferrer\">EE5434<\/a><\/strong><\/td>\n<td>Microelectronic Processes and Integration<\/td>\n\n<td>2<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><a href=\"https:\/\/nusmods.com\/courses\/EE5441\/introduction-to-nanoelectronics-and-emerging-devices\"><strong>EE5441<\/strong><\/a><\/td>\n<td>Introduction to Nanoelectronics and Emerging Devices<\/td>\n\n<td>2<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><a href=\"https:\/\/nusmods.com\/courses\/EE5442\/memory-technologies-and-their-emerging-applications\"><strong>EE54<\/strong><\/a><a href=\"https:\/\/nusmods.com\/courses\/EE5442\/memory-technologies-and-their-emerging-applications\"><strong>42<\/strong><\/a><\/td>\n<td>Memory Technologies and Their Emerging Applications<\/td>\n\n<td>2<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><a href=\"https:\/\/nusmods.com\/courses\/EE5443\/yield-quality-reliability-fa\"><strong>EE5443<\/strong><\/a><\/td>\n<td>Yield,Quality,Reliability &amp; FA<\/td>\n\n<td>Not offered<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE5502\/mos-devices\" target=\"_blank\" rel=\"noopener noreferrer\">EE5502<\/a><\/strong><\/td>\n<td>MOS Devices<\/td>\n\n<td>1<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE5507\/analog-integrated-circuits-design\" target=\"_blank\" rel=\"noopener noreferrer\">EE5507<\/a><\/strong><\/td>\n<td>Analog Integrated Circuits Design<\/td>\n\n<td>2<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE5508\/semiconductor-fundamentals\" target=\"_blank\" rel=\"noopener noreferrer\">EE5508<\/a><\/strong><\/td>\n<td>Semiconductor Fundamentals<\/td>\n\n<td>1, 2<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE5517\/optical-engineering\" target=\"_blank\" rel=\"noopener noreferrer\">EE5517<\/a><\/strong><\/td>\n<td>Optical Engineering<\/td>\n\n<td>2<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE5518\/vlsi-digital-circuit-design\" target=\"_blank\" rel=\"noopener noreferrer\">EE5518<\/a><\/strong><\/td>\n<td>VLSI Digital Circuit Design<\/td>\n\n<td>1<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE5701\/high-voltage-testing-and-switchgear\" target=\"_blank\" rel=\"noopener noreferrer\">EE5701<\/a><\/strong><\/td>\n<td>High-Voltage Testing and Switchgear<\/td>\n<td>suspended<\/td>\n<td>2<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE5702\/advanced-power-system-analysis\" target=\"_blank\" rel=\"noopener noreferrer\">EE5702<\/a><\/strong><\/td>\n<td>Advanced Power System Analysis<\/td>\n\n<td>1<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE5703\/industrial-drives\" target=\"_blank\" rel=\"noopener noreferrer\">EE5703<\/a><\/strong><\/td>\n<td>Industrial Drives<\/td>\n\n<td>1<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE5711\/power-electronic-systems\" target=\"_blank\" rel=\"noopener noreferrer\">EE5711<\/a><\/strong><\/td>\n<td>Power Electronic Systems<\/td>\n\n<td>2<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE5731\/visual-computing\" target=\"_blank\" rel=\"noopener noreferrer\">EE5731<\/a><\/strong><\/td>\n<td>Visual Computing<\/td>\n\n<td>1<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE5801\/electromagnetic-compatibility\" target=\"_blank\" rel=\"noopener noreferrer\">EE5801<\/a><\/strong><\/td>\n<td>Electromagnetic Compatibility<\/td>\n\n<td>2<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE5831\/electromagnetic-wave-theory\" target=\"_blank\" rel=\"noopener noreferrer\">EE5831<\/a><\/strong><\/td>\n<td>Electromagnetic Wave Theory<\/td>\n\n<td>1<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE5904\/neural-networks\" target=\"_blank\" rel=\"noopener noreferrer\">EE5904<\/a><\/strong><\/td>\n<td>Neural Networks<\/td>\n<td>Cross-listed: ME5404. Host is ECE Dept.<\/td>\n<td>2<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE5907\/pattern-recognition\" target=\"_blank\" rel=\"noopener noreferrer\">EE5907<\/a><\/strong><\/td>\n<td>Pattern Recognition<\/td>\n\n<td>1, 2<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE6004\/selected-advanced-topics-in-em-modelling\" target=\"_blank\" rel=\"noopener noreferrer\">EE6004<\/a><\/strong><\/td>\n<td>Selected Advanced Topics in EM Modelling<\/td>\n\n<td>1<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE6104\/adaptive-control-systems-advanced\" target=\"_blank\" rel=\"noopener noreferrer\">EE6104<\/a><\/strong><\/td>\n<td>Adaptive Control Systems (Advanced)<\/td>\n<td>Married course: EE5104<\/td>\n<td>2<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE6110\/special-topics-in-automation-and-control-advanced\" target=\"_blank\" rel=\"noopener noreferrer\">EE6110<\/a><\/strong><\/td>\n<td>Special Topics in Automation and Control (Advanced)<\/td>\n<td>Married course: EE5110<\/td>\n<td>1<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong>EE6130<\/strong><\/td>\n<td>Classical &amp; Modern Channel Coding<\/td>\n\n<td>Not offered<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE6131\/wireless-communications-advanced\" target=\"_blank\" rel=\"noopener noreferrer\">EE6131<\/a><\/strong><\/td>\n<td>Wireless Communications (Advanced)<\/td>\n<td>Married course: EE5131<\/td>\n<td>1<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong>EE6134<\/strong><\/td>\n<td>Optical Networks (Advanced)<\/td>\n<td>Married course: EE5134, suspended.<\/td>\n<td>Not offered<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE6135\/digital-communications-advanced\" target=\"_blank\" rel=\"noopener noreferrer\">EE6135<\/a><\/strong><\/td>\n<td>Digital Communications (Advanced)<\/td>\n<td>Married course: EE5135<\/td>\n<td>2<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong>EE6136<\/strong><\/td>\n<td>Advanced Optical Communications<\/td>\n\n<td>Not offered<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE6138\/optimization-for-electrical-engineering-advanced\" target=\"_blank\" rel=\"noopener noreferrer\">EE6138<\/a>\u00a0<\/strong><\/td>\n<td>Optimization for Electrical Engineering (Advanced)<\/td>\n<td>Married course: EE5138<\/td>\n<td>2<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE6139\/information-theory-and-its-applications-advanced\" target=\"_blank\" rel=\"noopener\">EE6139<\/a><\/strong><\/td>\n<td>Information Theory and its Applications (Advanced)<\/td>\n<td>Married course: EE5139<\/td>\n<td>1<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong>EE6230<\/strong><\/td>\n<td>Advanced Biomedical Circuits and Systems<\/td>\n\n<td>Not offered<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong>EE6231<\/strong><\/td>\n<td>Reconfigurable Computing<\/td>\n\n<td>Not offered<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE6435\/advanced-concepts-in-nanoelectronics\" target=\"_blank\" rel=\"noopener noreferrer\">EE6435<\/a><\/strong><\/td>\n<td>Advanced Concepts in Nanoelectronics<\/td>\n\n<td>2<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE6436\/advanced-characterization-of-materials-and-devices\" target=\"_blank\" rel=\"noopener noreferrer\">EE6436<\/a><\/strong><\/td>\n<td>Advanced Characterization of Materials and Devices<\/td>\n\n<td>2<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE6437\/advanced-semiconductor-devices\" target=\"_blank\" rel=\"noopener noreferrer\">EE6437<\/a><\/strong><\/td>\n<td>Advanced Semiconductor Devices<\/td>\n\n<td>2<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE6438\/magnetic-materials-and-devices\" target=\"_blank\" rel=\"noopener noreferrer\">EE6438<\/a><\/strong><\/td>\n<td>Magnetic materials and devices<\/td>\n\n<td>1<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE6439\/micro-nano-electromechanical-systems-advanced\" target=\"_blank\" rel=\"noopener noreferrer\">EE6439<\/a><\/strong><\/td>\n<td>Micro\/Nano Electromechanical Systems (Advanced)<\/td>\n<td>Married course: EE5439<\/td>\n<td>1<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE6440\/advanced-topics-in-photonics\" target=\"_blank\" rel=\"noopener noreferrer\">EE6440<\/a><\/strong><\/td>\n<td>Advanced Topics in Photonics<\/td>\n\n<td>2<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong>EE6506<\/strong><\/td>\n<td>Advanced Integrated Circuit Design<\/td>\n\n<td>Not offered<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE6531\/selected-topics-in-smart-grid-technologies\" target=\"_blank\" rel=\"noopener noreferrer\">EE6531<\/a><\/strong><\/td>\n<td>Selected Topics in Smart Grid Technologies<\/td>\n\n<td>2<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong>EE6532<\/strong><\/td>\n<td>Power System Reliability<\/td>\n\n<td>Not offered<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong>EE6701<\/strong><\/td>\n<td>Evolutionary Computation<\/td>\n<td>suspended<\/td>\n<td>Not offered<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong>EE6703<\/strong><\/td>\n<td>Modelling and Control of Electrical Actuators<\/td>\n\n<td>Not offered<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE6733\/advanced-topics-on-vision-and-machine-learning\" target=\"_blank\" rel=\"noopener noreferrer\">EE6733<\/a><\/strong><\/td>\n<td>Advanced Topics on Vision and Machine Learning<\/td>\n\n<td>1<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong>EE6735<\/strong><\/td>\n<td>Algorithms for Statistical Inference<\/td>\n\n<td>Not offered<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE6831\/advanced-electromagnetic-theory-and-applications\" target=\"_blank\" rel=\"noopener noreferrer\">EE6831<\/a><\/strong><\/td>\n<td>Advanced Electromagnetic Theory and Applications<\/td>\n\n<td>2<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE6832\/advanced-multi-antenna-communications\" target=\"_blank\" rel=\"noopener noreferrer\">EE6832<\/a><\/strong><\/td>\n<td>Advanced Multi-antenna Communications<\/td>\n\n<td>2<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE6833\/selected-topics-in-microwave-and-antenna-engineering\" target=\"_blank\" rel=\"noopener noreferrer\">EE6833<\/a><\/strong><\/td>\n<td>Selected Topics in Microwave and Antenna Engineering<\/td>\n\n<td>2<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong>EE6901<\/strong><\/td>\n<td>3D Vision<\/td>\n<td>suspended<\/td>\n<td>Not offered<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong>EE6903<\/strong><\/td>\n<td>Advanced Models of Biological Perception<\/td>\n<td>suspended<\/td>\n<td>Not offered<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\"><strong><a href=\"https:\/\/nusmods.com\/modules\/EE6934\/deep-learning-advanced\" target=\"_blank\" rel=\"noopener noreferrer\">EE6934<\/a><\/strong><\/td>\n<td>Deep Learning (Advanced)<\/td>\n<td>Married course: EE5934<\/td>\n<td>2<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><strong><u>ECE <\/u><\/strong><strong><u>PROJECT<\/u><\/strong><strong><u>, SEMINAR CODES ETC<\/u><\/strong><\/h3>\n<p>The following course codes are applicable to ECE graduate research degree programme only.<\/p>\n<table>\n<tbody>\n<tr>\n<th>COURSE CODE<\/th>\n<th>COURSE TITLE<\/th>\n<th>REMARK<\/th>\n<th>OFFERING SEMESTER<\/th>\n<\/tr>\n<tr>\n<td><strong><a href=\"https:\/\/nusmods.com\/modules\/EE5666\/industrial-attachment\" target=\"_blank\" rel=\"noopener noreferrer\">EE5666<\/a><\/strong><\/td>\n<td>Industrial Attachment<\/td>\n<td><a href=\"https:\/\/online.ece.nus.edu.sg\/MEngPhD\/IA.html\">By application.<\/a>\u00a0Open to ECE M.Eng or PhD student only<\/td>\n<td>1, 2<\/td>\n<\/tr>\n<tr>\n<td><strong><a href=\"https:\/\/nusmods.com\/modules\/EE5999\/graduate-seminars\" target=\"_blank\" rel=\"noopener noreferrer\">EE5999<\/a><\/strong><\/td>\n<td>Graduate Seminars<\/td>\n<td>By default. Applies to ECE MEng student only.<\/td>\n<td>1, 2<\/td>\n<\/tr>\n<tr>\n<td><strong><a href=\"https:\/\/nusmods.com\/modules\/EE6990\/research-attachment\" target=\"_blank\" rel=\"noopener noreferrer\">EE6990<\/a><\/strong><\/td>\n<td>Research Attachments<\/td>\n<td><a href=\"https:\/\/online.ece.nus.edu.sg\/MEngPhD\/Attachment.html\">By default<\/a>. Applies to ECE PhD student only.<\/td>\n<td>1, 2<\/td>\n<\/tr>\n<tr>\n<td><strong><a href=\"https:\/\/nusmods.com\/modules\/EE6999\/doctoral-seminars\" target=\"_blank\" rel=\"noopener noreferrer\">EE6999<\/a><\/strong><\/td>\n<td>Doctoral Seminars<\/td>\n<td>By default. Applies to ECE PhD student only. 8 units.<\/td>\n<td>1, 2<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>INFORMATION ABOUT ECE GRADUATE COURSE<\/h3>\n<ul>\n<li>Each course requires relevant background and\/or knowledge for students to cope with doing the ECE graduate level course.<\/li>\n<li>Condition applicable to different level of students when applying to take ECE graduate course.<\/li>\n<\/ul>\n<table>\n<tbody>\n<tr>\n<th><strong>Type of student<\/strong><\/th>\n<th><strong>Pre-Requisite (if any)<\/strong><\/th>\n<th><strong>Co-Requisite (if any)<\/strong><\/th>\n<th><strong>Preclusion (if any)<\/strong><\/th>\n<\/tr>\n<tr>\n<td>For Graduate Level Students<\/td>\n<td>Condition with prefix code of 4000 and below is not a hard-coded requirement.\n<p>This serves as an advisory only as we assume a graduate level student would have taken this before; OR taken relevant course during their undergraduate studies; OR have acquired relevant knowledge from their work experience.<\/p>\nCondition with prefix code from level 5000 and above (if any) will be a hard-coded requirement, unless given waiver of this condition by course lecturer (proof required).<\/td>\n<td>Condition will be a hard-coded requirement unless given waiver of this condition by course lecturer (proof required).<br \/>\n\u00a0<\/td>\n<td>Condition will be a hard-coded requirement.<\/td>\n<\/tr>\n<tr>\n<td>For Undergraduate Level Students<\/td>\n<td>The pre-requisite (if any) will be a hard-coded requirement in system for the graduate course, unless otherwise stated.\nCondition will be a hard-coded requirement unless given waiver of this condition by course lecturer (proof required).<\/td>\n<td>Condition will be a hard-coded requirement unless given waiver of this condition by course lecturer (proof required).<\/td>\n<td>Condition will be a hard-coded requirement.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>Note<\/h3>\n<ul>\n<li>Description of courses can be found at \u00a0<a href=\"https:\/\/nusmods.com\/modules\" target=\"_blank\" rel=\"noopener noreferrer\">NUSMODS<\/a>.<\/li>\n<li>ECE level 6000 graduate courses are not open to undergraduate level students.<\/li>\n<li>For married-courses, MEng and PhD students is allow to take the EE6000 series only.<\/li>\n<li>Lectures for cross-listed and married-courses are held concurrently.<\/li>\n<li>EE6000 series course might not all be open to M.Sc students. M.Sc student who wish to apply for EE6000 course(s) that are only open to PhD\/MEng students, will have to submit request via the APPEAL function in ModReg@EduRec system. Student required to fulfil pre-requisite condition (if any), else will need to obtain waiver of condition from course lecturer if the pre-requisite is not met. Appeals are subject to approval on a case-by-case basis.<\/li>\n<li>Eligibility for a course does not mean a student will be allocated with course, as it is subject to programme requirement,the selection round, priority, quota availability etc.<\/li>\n<li>For student who make a request for waiver of pre-requisite and are granted approval, onus is on student to do their own reading up of material to catch up. Student may not use this as an excuse in event of poor performance.<\/li>\n<li>ECE graduate courses listed may not be offered in any particular semester\/academic year. Refer to <a href=\"https:\/\/cde.nus.edu.sg\/ece\/class-timetables\/\" target=\"_blank\" rel=\"noopener noreferrer\">ECE class timetable webpage<\/a> for courses offered in the current semester.<\/li>\n<li>The Department reserves the right to change the offering semesters of the courses.<\/li>\n<\/ul>\n<h3>For reference only<\/h3>\n<table width=\"100%\">\n<tbody>\n<tr>\n<td width=\"96\">GD or GRAD<\/td>\n<td width=\"576\">Refers to graduate level student (that is M.Sc, M.Eng, PhD).<\/td>\n<\/tr>\n<tr>\n<td width=\"96\">UG or UGRD<\/td>\n<td width=\"576\">Refers to undergraduate level student<\/td>\n<\/tr>\n<tr>\n<td width=\"96\">NG or NGRD<\/td>\n<td width=\"576\">Refers to exchange student. Condition based on student level if UG or GD.<\/td>\n<\/tr>\n<tr>\n<td width=\"96\">Pre-requisites, Co-requisites, and Preclusions<\/td>\n<td width=\"576\">Pre-requisites indicate the base of knowledge on which the subject matter of a particular course will be built. Before taking a course, a student should complete any pre-requisite course(s) listed for that particular course. Where pre-requisites are specified, equivalent courses will also be accepted. If in doubt, students should consult the course instructor or the Department academic advisor regarding the acceptable equivalent courses. Co-requisites are courses that are to be taken concurrently. A course may also specify certain preclusions. These are courses that have similar emphases and may not be taken together with that particular course. [extracted from RO webpage at: <a href=\"https:\/\/www.nus.edu.sg\/registrar\/academic-information-policies\/graduate\/modular-system\" target=\"_blank\" rel=\"noopener\">https:\/\/www.nus.edu.sg\/registrar\/academic-information-policies\/graduate\/modular-system<\/a>\u00a0]<\/td>\n<\/tr>\n<tr>\n<td width=\"96\">Advisory Pre-requisite<\/td>\n<td width=\"576\">Same as pre-requisite except these are not hard-coded condition.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n\n","protected":false},"excerpt":{"rendered":"<p>Research-Based Programmes PhD\/M.Eng PhD\/Master of Engineering &#8211; Industrial Postgraduate Programme Doctor of Engineering (EngD) Collaborative Initiatives (PhD Programme) Graduate Course Listing Course Registration Guide Class Timetables Master of Science (Electrical Engineering) Overview Curriculum Admission Requirements Admission Procedure Fees and Financial Information Frequently Asked Questions (FAQs) Course Registration Guide Class Timetables Master of Science (Computer Engineering) [&hellip;]<\/p>\n","protected":false},"author":31,"featured_media":0,"parent":467,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"site-sidebar-layout":"default","site-content-layout":"default","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-1493","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/cde.nus.edu.sg\/ece\/wp-json\/wp\/v2\/pages\/1493","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cde.nus.edu.sg\/ece\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/cde.nus.edu.sg\/ece\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/cde.nus.edu.sg\/ece\/wp-json\/wp\/v2\/users\/31"}],"replies":[{"embeddable":true,"href":"https:\/\/cde.nus.edu.sg\/ece\/wp-json\/wp\/v2\/comments?post=1493"}],"version-history":[{"count":4,"href":"https:\/\/cde.nus.edu.sg\/ece\/wp-json\/wp\/v2\/pages\/1493\/revisions"}],"predecessor-version":[{"id":20931,"href":"https:\/\/cde.nus.edu.sg\/ece\/wp-json\/wp\/v2\/pages\/1493\/revisions\/20931"}],"up":[{"embeddable":true,"href":"https:\/\/cde.nus.edu.sg\/ece\/wp-json\/wp\/v2\/pages\/467"}],"wp:attachment":[{"href":"https:\/\/cde.nus.edu.sg\/ece\/wp-json\/wp\/v2\/media?parent=1493"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}