{"id":11352,"date":"2022-01-17T13:27:49","date_gmt":"2022-01-17T05:27:49","guid":{"rendered":"https:\/\/cde.nus.edu.sg\/ece\/?page_id=11352"},"modified":"2026-01-25T23:24:38","modified_gmt":"2026-01-25T15:24:38","slug":"programme-structure-degree-requirements","status":"publish","type":"page","link":"https:\/\/cde.nus.edu.sg\/ece\/graduate\/msc-electrical-engineering\/programme-structure-degree-requirements\/","title":{"rendered":"Curriculum"},"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\tCurriculum\n\t<\/h2>\n\t<p>A candidate is expected to pass at least 10 courses (40 Units) and achieve a minimum <a href=\"https:\/\/www.nus.edu.sg\/registrar\/academic-information-policies\/graduate\/modular-system\" target=\"_blank\" rel=\"noopener\">Grade Point Average (GPA)<\/a> of 3.0 in order to graduate. Each course carries 4 Units unless otherwise stated.<\/p>\n<p>A student is required to complete at least eight EE-5000 level courses (equivalent to 32 Units) from the list of prescribed courses including the optional project courses from the MSc (Electrical Engineering) programme. He\/She can do at most two relevant courses (equivalent to 8 Units) at 4000-level or above from outside the MSc (Electrical Engineering) programme which is subject to approval. Note that some Departments may charge additional fee for their programme courses.<\/p>\n<p>Candidates should note that the final composition of courses taken is subject to approval, as it must always reflect a degree in Electrical Engineering.<\/p>\n<p>Not all listed graduate courses will be offered in every semester or academic year as it is subject to course curriculum changes, and schedules of teaching staff. Candidates should note this in planning their study programme.<\/p>\n<p>It is the candidate&#8217;s responsibility to ensure that he\/she meets the pre-requisite requirements (if any) for the courses concerned.<\/p>\n<h3>Degree Requirement<\/h3>\n<p>A student is to:<\/p>\n<ul>\n<li>fulfill a minimum of 10 passed courses that is i.e. 40 Units including compulsory course(s) if applicable,<\/li>\n<li>achieve a minimum\u00a0<a href=\"https:\/\/www.nus.edu.sg\/registrar\/academic-information-policies\/graduate\/modular-system\" target=\"_blank\" rel=\"noopener\">Grade Point Average (GPA)<\/a>\u00a0of 3.0 to graduate, and<\/li>\n<li>fulfill required e-courses as and when imposed at University level.<\/li>\n<\/ul>\n<p>The student will be required to maintain a minimum GPA of 3.0 in each semester and is subject to the general MSc programme rules on continuation\/graduation\/dismissal of candidature.<\/p>\n<p>A student is expected to graduate after obtaining 40 Units and achieved a GPA of \u2265 3.00 within the maximum candidature.<\/p>\n<p>The maximum period of candidature is two (2) years for Full-Time and four (4) years for Part-Time students.<\/p>\n<p>Upon successful completion of the degree requirement, student will be awarded the degree in\u00a0<em>Master of Science (Electrical Engineering)<\/em>.<\/p>\n<h3>Workload<\/h3>\n<p>Typically, the academic study workload in a semester are as follows:<\/p>\n<table width=\"100%\">\n<tbody>\n<tr>\n<th width=\"187\"><strong>Recommended<\/strong><br \/>\n<strong>Workload per Semester<\/strong><\/th>\n<th width=\"110\"><strong>Part-Time<\/strong><\/th>\n<th width=\"113\"><strong>Full-Time<\/strong><\/th>\n<\/tr>\n<tr>\n<td width=\"187\">Maximum workload<\/td>\n<td width=\"110\">12 Units<\/td>\n<td width=\"113\">20 Units<\/td>\n<\/tr>\n<tr>\n<td width=\"187\">Normal workload<\/td>\n<td width=\"110\">8 Units<\/td>\n<td width=\"113\">16 Units<\/td>\n<\/tr>\n<tr>\n<td width=\"187\">Minimum workload<\/td>\n<td width=\"110\">4 Units<\/td>\n<td width=\"113\">4 Units<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>Area of Specialisation (optional)<\/h3>\n<p>Student may choose to read M.Sc (Electrical Engineering) programme with or without an area of specialisation.<\/p>\n<p>The choice of specialisation is\u00a0<u>optional<\/u>\u00a0and decision is to be made only after being admitted and registered as a MSc (Elect Eng) candidate at NUS.<\/p>\n<p>Student may opt for one of the following Specialisations or choose to have no specialisation (general).<\/p>\n<ul>\n<li>No Specialisation (general, no selection made)<\/li>\n<li><a href=\"\/ece\/graduate\/msc-ee-nusri-suzhou-programme\/programme-structure-degree-requirements\/#auto\">AUTOMATION AND POWER ENGINEERING<\/a><\/li>\n<li><a href=\"\/ece\/graduate\/msc-ee-nusri-suzhou-programme\/programme-structure-degree-requirements\/#info\">INFORMATION SYSTEMS<\/a><\/li>\n<li><a href=\"\/ece\/graduate\/msc-ee-nusri-suzhou-programme\/programme-structure-degree-requirements\/#nano\">NANOELECTRONICS<\/a><\/li>\n<\/ul>\n<p><a name=\"auto\"><\/a><\/p>\n<p>Student who chose to read MSc in Electrical Engineering without a specialisation can complete and pass any 10 courses from prescribed list, subject to programme requirement.<\/p>\n<p>For existing enrolled students, please refer to the\u00a0<a href=\"\/ece\/about-us\/e-station\/\" target=\"_blank\" rel=\"noopener\">ECE e-station (students)<\/a>\u00a0for requirement applicable to your cohort.<\/p>\n<p>Additional course requirement applies if candidates decide to opt for a specialisation. Student will need to satisfy the opted specialisation requirement, that is complete at least five courses from the chosen specialisation, out of which (i) at least two courses are from the list of compulsory courses and, (ii) at least three courses are from the list of elective courses. (iii) passed courses that is computed towards GPA.<\/p>\n<p>If specialisation requirement is met and awarded, this will be reflected on the official academic transcript.<\/p>\n<p>Note: If a student has opted for a specialisation and has met the graduation requirements for the MSc;\u00a0<u>but has not met<\/u>\u00a0the requirements for graduating with the specialisation, then by default, the student will graduate with the M.Sc. degree without specialisation indicated.<\/p>\n<p>The requirement to satisfy each Specialisation is as follows:<\/p>\n<p><a name=\"info\"><\/a><\/p>\n<table width=\"100%\">\n<tbody>\n<tr>\n<th colspan=\"2\" width=\"623\"><strong>SPECIALISATION IN AUTOMATION AND POWER ENGINEERING<\/strong><\/th>\n<\/tr>\n<tr>\n<td width=\"186\"><strong><u>Compulsory<\/u><\/strong><br \/>\n(at least 2 courses)<\/td>\n<td width=\"437\">\n<ul>\n<li><a href=\"https:\/\/nusmods.com\/modules\/EE5101\/linear-systems\" target=\"_blank\" rel=\"noopener\">EE5101<\/a>\u00a0Linear Systems<\/li>\n<li><a href=\"https:\/\/nusmods.com\/modules\/EE5103\/computer-control-systems\" target=\"_blank\" rel=\"noopener\">EE5103<\/a>\u00a0Computer Control Systems<\/li>\n<li><a href=\"https:\/\/nusmods.com\/modules\/EE5703\/industrial-drives\" target=\"_blank\" rel=\"noopener\">EE5703<\/a>\u00a0Industrial Drives<\/li>\n<li><a href=\"https:\/\/nusmods.com\/modules\/EE5711\/power-electronic-systems\" target=\"_blank\" rel=\"noopener\">EE5711<\/a>\u00a0Power Electronic Systems<\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"186\"><strong><u>Elective<\/u><\/strong><br \/>\n(at least 3 courses)<\/td>\n<td width=\"437\">\n<ul>\n<li><a href=\"https:\/\/nusmods.com\/modules\/EE5104\/adaptive-control-systems\" target=\"_blank\" rel=\"noopener\">EE5104<\/a>\u00a0Adaptive Control Systems<\/li>\n<li><a href=\"https:\/\/nusmods.com\/modules\/EE5106\/advanced-robotics\" target=\"_blank\" rel=\"noopener\">EE5106<\/a>\u00a0Advanced Robotics<\/li>\n<li><a href=\"https:\/\/nusmods.com\/modules\/EE5110\/special-topics-in-automation-and-control\" target=\"_blank\" rel=\"noopener\">EE5110<\/a>\u00a0Special Topics in Automation and Control<\/li>\n<li><a href=\"https:\/\/nusmods.com\/modules\/EE5111\/selected-topics-in-industrial-control-instrumentation\" target=\"_blank\" rel=\"noopener\">EE5111<\/a>\u00a0Selected Topics in Industrial Control &amp; Instrumentation<\/li>\n<li><a href=\"https:\/\/nusmods.com\/courses\/EE5531\/smart-grid-technologies\" target=\"_blank\" rel=\"noopener\">EE5531<\/a> Smart Grid Technologies<\/li>\n<li><a href=\"https:\/\/nusmods.com\/modules\/EE5701\/high-voltage-testing-and-switchgear\" target=\"_blank\" rel=\"noopener\">EE5701<\/a> High-Voltage Testing and Switchgear <em>(shelved)<\/em><\/li>\n<li><a href=\"https:\/\/nusmods.com\/modules\/EE5702\/advanced-power-system-analysis\" target=\"_blank\" rel=\"noopener\">EE5702<\/a>\u00a0Advanced Power System Analysis<\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><a name=\"nano\"><\/a><\/p>\n<table width=\"100%\">\n<tbody>\n<tr>\n<th colspan=\"2\" width=\"623\"><strong>SPECIALISATION IN INFORMATION SYSTEMS<\/strong><\/th>\n<\/tr>\n<tr>\n<td width=\"186\"><strong><u>Compulsory<\/u><\/strong><br \/>\n(at least 2 courses)<\/td>\n<td width=\"437\">\n<ul>\n<li><a href=\"https:\/\/nusmods.com\/modules\/EE5135\/digital-communications\" target=\"_blank\" rel=\"noopener\">EE5135<\/a>\u00a0Digital Communications<\/li>\n<li><a href=\"https:\/\/nusmods.com\/modules\/EE5139\/information-theory-and-its-applications\" target=\"_blank\" rel=\"noopener\">EE5139<\/a>\u00a0Information Theory for Communication Systems<\/li>\n<li><a href=\"https:\/\/nusmods.com\/modules\/EE5907\/pattern-recognition\" target=\"_blank\" rel=\"noopener\">EE5907<\/a>\u00a0Pattern Recognition<\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"186\"><strong><u>Elective<\/u><\/strong><br \/>\n(at least 3 courses)<\/td>\n<td width=\"437\">\n<ul>\n<li><a href=\"https:\/\/nusmods.com\/courses\/EE5131\/wireless-communications\" target=\"_blank\" rel=\"noopener\">EE5131<\/a> Wireless Communications<\/li>\n<li><a href=\"https:\/\/nusmods.com\/modules\/EE5134\/optical-communications-and-networks\" target=\"_blank\" rel=\"noopener\">EE5134<\/a>\u00a0Optical Communications and Networks<\/li>\n<li><a href=\"https:\/\/nusmods.com\/modules\/EE5137\/stochastic-processes\" target=\"_blank\" rel=\"noopener\">EE5137<\/a>\u00a0Stochastic Processes<\/li>\n<li><a href=\"https:\/\/nusmods.com\/modules\/EE5138\/optimization-for-electrical-engineering\" target=\"_blank\" rel=\"noopener\">EE5138<\/a>\u00a0Optimization for Communication Systems<\/li>\n<li><a href=\"https:\/\/nusmods.com\/modules\/EE5303\/microwave-electronics\" target=\"_blank\" rel=\"noopener\">EE5303<\/a>\u00a0Microwave Electronics<\/li>\n<li><a href=\"https:\/\/nusmods.com\/modules\/EE5308\/antenna-engineering\" target=\"_blank\" rel=\"noopener\">EE5308<\/a>\u00a0Antenna Engineering<\/li>\n<li><a href=\"https:\/\/nusmods.com\/courses\/EE5311\/differentiable-and-probabilistic-scientific-computing\" target=\"_blank\" rel=\"noopener\">EE5311<\/a>\u00a0Differentiable and Probabilistic Scientific Computing<\/li>\n<li><a href=\"https:\/\/nusmods.com\/modules\/EE5731\/visual-computing\" target=\"_blank\" rel=\"noopener\">EE5731<\/a>\u00a0Visual Computing<\/li>\n<li><a href=\"https:\/\/nusmods.com\/modules\/EE5801\/electromagnetic-compatibility\" target=\"_blank\" rel=\"noopener\">EE5801<\/a>\u00a0Electromagnetic Compatibility<\/li>\n<li><a href=\"https:\/\/nusmods.com\/modules\/EE5831\/electromagnetic-wave-theory\" target=\"_blank\" rel=\"noopener\">EE5831<\/a>\u00a0Electromagnetic Wave Theory<\/li>\n<li><a href=\"https:\/\/nusmods.com\/modules\/EE5904\/neural-networks\" target=\"_blank\" rel=\"noopener\">EE5904<\/a>\u00a0Neural Networks<\/li>\n<li><a href=\"https:\/\/nusmods.com\/modules\/EE5934\/deep-learning\" target=\"_blank\" rel=\"noopener\">EE5934<\/a> Deep Learning <em>(shelved)<\/em><\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<table width=\"100%\">\n<tbody>\n<tr>\n<th colspan=\"2\" width=\"623\"><strong>SPECIALISATION IN NANOELECTRONICS<\/strong><\/th>\n<\/tr>\n<tr>\n<td width=\"186\"><strong><u>Compulsory<\/u><\/strong><br \/>\n(at least 2 courses)<\/td>\n<td width=\"437\">\n<ul>\n<li><a href=\"https:\/\/nusmods.com\/modules\/EE5508\/semiconductor-fundamentals\" target=\"_blank\" rel=\"noopener\">EE5508<\/a>\u00a0Semiconductor Fundamentals<\/li>\n<li><a href=\"https:\/\/nusmods.com\/modules\/EE5434\/microelectronic-processes-and-integration\" target=\"_blank\" rel=\"noopener\">EE5434<\/a>\u00a0Microelectronic Processes and Integration<\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"186\"><strong><u>Elective<\/u><\/strong><br \/>\n(at least 3 courses)<\/td>\n<td width=\"437\">\n<ul>\n<li><a href=\"https:\/\/nusmods.com\/modules\/EE5439\/micro-nano-electromechanical-systems\" target=\"_blank\" rel=\"noopener\">EE5439<\/a>\u00a0Micro\/Nano Electromechanical Systems<\/li>\n<li><a href=\"https:\/\/nusmods.com\/modules\/EE5441\/introduction-to-nanoelectronics-and-emerging-devices\">EE5441<\/a> Introduction to Nanoelectronics and Emerging Devices<\/li>\n<li><a href=\"https:\/\/nusmods.com\/modules\/EE5442\/memory-technologies-and-their-emerging-applications\">EE5442<\/a> Memory Technologies and Their Emerging Applications<\/li>\n<li><a href=\"https:\/\/nusmods.com\/modules\/EE5443\/yield-quality-reliability-fa\">EE5443<\/a> Yield, Quality, Reliability and Failure Analysis <em>(shelved)<\/em><\/li>\n<li><a href=\"https:\/\/nusmods.com\/modules\/EE5502\/mos-devices\" target=\"_blank\" rel=\"noopener\">EE5502<\/a>\u00a0MOS Devices<\/li>\n<li><a href=\"https:\/\/nusmods.com\/modules\/EE5507\/analog-integrated-circuits-design\" target=\"_blank\" rel=\"noopener\">EE5507<\/a>\u00a0Analog Integrated Circuits Design<\/li>\n<li><a href=\"https:\/\/nusmods.com\/modules\/EE5517\/optical-engineering\" target=\"_blank\" rel=\"noopener\">EE5517<\/a>\u00a0Optical Engineering<\/li>\n<li><a href=\"https:\/\/nusmods.com\/modules\/EE5518\/vlsi-digital-circuit-design\" target=\"_blank\" rel=\"noopener\">EE5518<\/a>\u00a0VLSI Digital Circuit Design<\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>MSc Project Course (optional)<\/h3>\n<p>Student may opt to work on a M.Sc project which can be taken in lieu of 4 or 8 Units course and have it count towards the degree requirement. This is regardless if student has chosen to read MSc (Electrical Engineering) with or without an opted specialisation.<\/p>\n<p>This is an optional project component. Note that this is NOT a thesis nor dissertation component.<\/p>\n<p>There are 2 types of projects (only ONE of these types can be taken):<\/p>\n<table width=\"100%\">\n<tbody>\n<tr>\n<td width=\"66\">Type 1:<\/td>\n<td width=\"435\">Independent Study courses, (code: EE5001\/ EE5002).<br \/>\nThis has 4 Units workload and is equivalent to one graduate course.<\/td>\n<\/tr>\n<tr>\n<td width=\"66\">Type 2:<\/td>\n<td width=\"435\">Electrical Engineering Project, (code: EE5003).<br \/>\nThis has 8 Units workload and is equivalent to two graduate courses.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>The projects may be proposed by the faculty members or by the students.<\/p>\n<p>Current registered students may view the list of project proposal from ECE Faculty member at the ECE student&#8217;s e-station.<\/p>\n<p>For self-proposed project, student will need to find an appropriate ECE faculty member as a supervisor. The student experience and expertise in his\/her workplace or area of interest, should help to identify a suitable project.<\/p>\n<p>Visit the ECE website to browse through information on the research areas of our\u00a0<a href=\"https:\/\/cde.nus.edu.sg\/ece\/about-us\/people\/academic-staff\/\" target=\"_blank\" rel=\"noopener\">ECE Faculty members<\/a>.<\/p>\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":11342,"menu_order":1,"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-11352","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/cde.nus.edu.sg\/ece\/wp-json\/wp\/v2\/pages\/11352","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=11352"}],"version-history":[{"count":5,"href":"https:\/\/cde.nus.edu.sg\/ece\/wp-json\/wp\/v2\/pages\/11352\/revisions"}],"predecessor-version":[{"id":22629,"href":"https:\/\/cde.nus.edu.sg\/ece\/wp-json\/wp\/v2\/pages\/11352\/revisions\/22629"}],"up":[{"embeddable":true,"href":"https:\/\/cde.nus.edu.sg\/ece\/wp-json\/wp\/v2\/pages\/11342"}],"wp:attachment":[{"href":"https:\/\/cde.nus.edu.sg\/ece\/wp-json\/wp\/v2\/media?parent=11352"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}