{"id":561484,"date":"2021-08-23T13:14:18","date_gmt":"2021-08-23T17:14:18","guid":{"rendered":"https:\/\/engineering.jhu.edu\/ece\/?page_id=561484"},"modified":"2026-04-29T10:01:08","modified_gmt":"2026-04-29T14:01:08","slug":"study-focus-areas-for-undergraduates","status":"publish","type":"page","link":"https:\/\/engineering.jhu.edu\/ece\/academics\/undergraduate-studies\/degree-options\/study-focus-areas-for-undergraduates\/","title":{"rendered":"Study Focus Areas for Undergraduates"},"content":{"rendered":"

The Department of Electrical and Computer Engineering (ECE) offers classes in many different intellectual areas within ECE’s fields. Here, elective classes are organized into overlapping focus areas to help students plan their courses of study. Specializing in a focus area is optional, and students are encouraged to work with their academic advisor to tailor a program to their individual interests. Note that not all courses listed are guaranteed to be taught every year.<\/p>\n

Required Courses for ECE Undergraduate Students<\/span><\/strong><\/span><\/p>\n

Required Courses<\/strong><\/span><\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
Course Number<\/strong><\/td>\nTerm<\/strong><\/td>\nCourse Name<\/strong><\/td>\n<\/tr>\n
520.123<\/td>\nS<\/td>\nComputational Models for ECE<\/td>\n<\/tr>\n
520.142<\/td>\nS<\/td>\nDigital System Fundamentals<\/td>\n<\/tr>\n
520.214<\/td>\nS<\/td>\nSignals and Systems<\/td>\n<\/tr>\n
520.219<\/td>\nF<\/td>\nIntroduction to Electromagnetics [EE only]<\/td>\n<\/tr>\n
520.225<\/td>\nF<\/td>\nAdvanced Digital Systems [CE only, choose one of 520.225 or 601.229]<\/em><\/td>\n<\/tr>\n
520.230<\/td>\nF<\/td>\nMastering Electronics<\/td>\n<\/tr>\n
520.231<\/td>\nF<\/td>\nMastering Electronics Lab<\/td>\n<\/tr>\n
601.220<\/td>\nF\/S\/Su<\/td>\nIntermediate Programming<\/td>\n<\/tr>\n
601.226<\/td>\nF\/S<\/td>\nData Structures [CE only]<\/em><\/td>\n<\/tr>\n
601.229<\/td>\nF\/S<\/td>\nComputer Systems Fundamentals [CE only, choose one of 520.225 or 601.229]<\/em><\/td>\n<\/tr>\n
EN.661.315<\/strong><\/p>\n

or<\/p>\n

EN.660.310<\/p>\n

or<\/p>\n

EN.660.463<\/p>\n

or<\/p>\n

EN.660.455<\/td>\n

F\/S\/Su<\/strong><\/p>\n

 <\/p>\n

Spring 2024<\/p>\n

 <\/p>\n

Fall<\/p>\n

 <\/p>\n

Fall<\/td>\n

Culture of the Engineering Profession <\/em><\/strong>(preferred course)<\/em><\/strong><\/p>\n

Cases in Workplace Ethics<\/p>\n

Engineering Management & Leadership<\/p>\n

Reimagining the City in the Face of Climate Change<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

ECE Focus Areas for Undergraduate Studies<\/span><\/strong><\/span><\/p>\n

Area 1: Computing Systems<\/span><\/strong><\/p>\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
Course Number<\/td>\nTerm<\/td>\nCourse Name<\/td>\n<\/tr>\n
520.216<\/td>\nS<\/td>\nIntroduction to VLSI<\/td>\n<\/tr>\n
520.344<\/td>\nF<\/td>\nIntroduction to Digital Signal Processing<\/td>\n<\/tr>\n
520.349<\/td>\nF<\/td>\nMicroprocessor Lab I<\/td>\n<\/tr>\n
520.353<\/td>\nS<\/td>\nControl Systems<\/td>\n<\/tr>\n
520.412<\/td>\nF<\/td>\nMachine Learning for Signal Processing<\/td>\n<\/tr>\n
520.417<\/td>\nS<\/td>\nComputation for Engineers<\/td>\n<\/tr>\n
520.418<\/td>\nF<\/td>\nModern Convex Optimization<\/td>\n<\/tr>\n
520.424<\/td>\nF<\/td>\nFPGA Synthesis Lab<\/td>\n<\/tr>\n
520.440<\/td>\nS<\/td>\nMachine Intelligence on Embedded Systems<\/td>\n<\/tr>\n
520.447<\/td>\nF<\/td>\nInformation Theory<\/td>\n<\/tr>\n
520.448<\/td>\nS<\/td>\nElectronics Design Laboratory<\/td>\n<\/tr>\n
520.450<\/td>\nS<\/td>\nAdvanced Micro-Processor Lab<\/td>\n<\/tr>\n
520.485<\/td>\nS<\/td>\nAdvanced Semiconductor Devices<\/td>\n<\/tr>\n
601.414<\/td>\nS<\/td>\nComputer Networks<\/td>\n<\/tr>\n
601.415<\/td>\nF<\/td>\nDatabases<\/td>\n<\/tr>\n
601.418<\/td>\nF<\/td>\nOperating Systems<\/td>\n<\/tr>\n
601.420<\/td>\nF<\/td>\nParallel Programming<\/td>\n<\/tr>\n
601.421<\/td>\nF\/S<\/td>\nObject Oriented Software Engineering<\/td>\n<\/tr>\n
601.428<\/td>\nF<\/td>\nCompilers and Interpreters<\/td>\n<\/tr>\n
601.433<\/td>\nF\/S<\/td>\nIntroduction to Algorithms<\/td>\n<\/tr>\n
601.476<\/td>\nS<\/td>\nMachine Learning: Data to Models<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

Area 2: Integrated Circuits and Microsystems<\/strong><\/span><\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
Course Number<\/td>\nTerm<\/td>\nCourse Name<\/td>\n<\/tr>\n
520.216<\/td>\nS<\/td>\nIntroduction to VLSI<\/td>\n<\/tr>\n
520.302<\/td>\nS<\/td>\nInternet of Things Project Lab<\/td>\n<\/tr>\n
520.240<\/td>\nS<\/td>\nIntroduction to Mechatronics<\/td>\n<\/tr>\n
520.349<\/td>\nF<\/td>\nMicroprocessor Lab I<\/td>\n<\/tr>\n
520.424<\/td>\nF<\/td>\nFPGA Synthesis Lab<\/td>\n<\/tr>\n
520.440<\/td>\nS<\/td>\nMachine Intelligence on Embedded Systems<\/td>\n<\/tr>\n
520.448<\/td>\nS<\/td>\nElectronics Design Laboratory<\/td>\n<\/tr>\n
520.450<\/td>\nS<\/td>\nAdvanced Micro-Processor Lab<\/td>\n<\/tr>\n
520.491<\/td>\nF<\/td>\nCAD Design of Digital VLSI<\/td>\n<\/tr>\n
520.492<\/td>\nS<\/td>\nMixed Signal VLSI Systems<\/td>\n<\/tr>\n
530.495<\/td>\nF<\/td>\nMicrofabrication Lab<\/td>\n<\/tr>\n
601.414<\/td>\nS<\/td>\nComputer Networking Fundamentals<\/td>\n<\/tr>\n
601.418<\/td>\nF<\/td>\nOperating Systems<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

Area 3: Machine Learning and Artificial Intelligence<\/strong><\/span><\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
Course Number<\/td>\nTerm<\/td>\nCourse Name<\/td>\n<\/tr>\n
520.302<\/td>\nS<\/td>\nInternet of Things Project Lab<\/td>\n<\/tr>\n
520.315<\/td>\nF<\/td>\nIntroduction to Bio-Inspired Processing of Audio-Visual Signals<\/td>\n<\/tr>\n
520.344<\/td>\nF<\/td>\nIntroduction to Digital Signal Processing<\/td>\n<\/tr>\n
520.353<\/td>\nS<\/td>\nControl Systems<\/td>\n<\/tr>\n
520.385<\/td>\nS<\/td>\nSignals, Systems & Learning<\/td>\n<\/tr>\n
520.412<\/td>\nF<\/td>\nMachine Learning for Signal Processing<\/td>\n<\/tr>\n
520.414<\/td>\nF<\/td>\nImage Processing & Analysis<\/td>\n<\/tr>\n
520.415<\/td>\nS<\/td>\nImage Processing & Analysis II<\/td>\n<\/tr>\n
520.417<\/td>\nS<\/td>\nComputation for Engineers<\/td>\n<\/tr>\n
520.418<\/td>\nF<\/td>\nModern Convex for Optimization<\/td>\n<\/tr>\n
520.438<\/td>\nS<\/td>\nDeep Learning<\/td>\n<\/tr>\n
520.440<\/td>\nS<\/td>\nMachine Intelligence on Embedded Systems<\/td>\n<\/tr>\n
520.445<\/td>\nF<\/td>\nAudio Signal Processing<\/td>\n<\/tr>\n
520.447<\/td>\nF<\/td>\nInformation Theory<\/td>\n<\/tr>\n
520.454<\/td>\nF<\/td>\nControl Systems Design<\/td>\n<\/tr>\n
520.465<\/td>\nF<\/td>\nMachine Perception<\/td>\n<\/tr>\n
520.471<\/td>\nF\/S<\/td>\nSpeech Technologies Reading Group<\/td>\n<\/tr>\n
601.454<\/td>\nS<\/td>\nAugmented Reality<\/td>\n<\/tr>\n
601.464<\/td>\nF\/S<\/td>\nArtificial Intelligence<\/td>\n<\/tr>\n
601.465<\/td>\nF<\/td>\nNatural Language Processing<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

Area 4: Medical Imaging<\/strong><\/span><\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
Course Number<\/td>\nTerm<\/td>\nCourse Name<\/td>\n<\/tr>\n
520.150<\/td>\nS<\/td>\nLight, Image, and Vision<\/td>\n<\/tr>\n
520.220<\/td>\nS<\/td>\nElectromagnetic Waves<\/td>\n<\/tr>\n
520.315<\/td>\nF<\/td>\nIntroduction to Bio-Inspired Processing of Audio-Visual Signals<\/td>\n<\/tr>\n
520.344<\/td>\nF<\/td>\nIntroduction to Digital Signal Processing<\/td>\n<\/tr>\n
520.385<\/td>\nS<\/td>\nSignals, Systems & Learning<\/td>\n<\/tr>\n
520.403<\/td>\nF<\/td>\nIntroduction to Optical Instruments<\/td>\n<\/tr>\n
520.405<\/td>\nS<\/td>\nAdvanced Optical and Optoelectronic Instruments and Devices<\/td>\n<\/tr>\n
520.412<\/td>\nF<\/td>\nMachine Learning for Signal Processing<\/td>\n<\/tr>\n
520.414<\/td>\nF<\/td>\nImage Processing and Analysis I<\/td>\n<\/tr>\n
520.415<\/td>\nS<\/td>\nImage Processing and Analysis II<\/td>\n<\/tr>\n
520.417<\/td>\nS<\/td>\nComputation for Engineers<\/td>\n<\/tr>\n
520.418<\/td>\nF<\/td>\nModern Convex Optimization<\/td>\n<\/tr>\n
520.427<\/td>\nF<\/td>\nDesign of Biomedical Instruments and Systems<\/td>\n<\/tr>\n
520.432<\/td>\nF<\/td>\nMedical Imaging Systems<\/td>\n<\/tr>\n
520.433<\/td>\nS<\/td>\nMedical Image Analysis<\/td>\n<\/tr>\n
520.439<\/td>\nS<\/td>\nMachine Learning for Medical Applications<\/td>\n<\/tr>\n
520.465<\/td>\nF<\/td>\nMachine Perception<\/td>\n<\/tr>\n
520.483<\/td>\nS<\/td>\nBio-Photonics Laboratory<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

Area 5: Photonics and Optoelectronics<\/strong><\/span><\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
Course Number<\/td>\nTerm<\/td>\nCourse Name<\/td>\n<\/tr>\n
520.150<\/td>\nS<\/td>\nLight, Image, and Vision<\/td>\n<\/tr>\n
520.220<\/td>\nS<\/td>\nElectromagnetic Waves<\/td>\n<\/tr>\n
520.370<\/td>\nF<\/td>\nIntroduction to Renewable Energy Engineering<\/td>\n<\/tr>\n
520.403<\/td>\nF<\/td>\nIntroduction to Optical Instruments<\/td>\n<\/tr>\n
520.405<\/td>\nS<\/td>\nAdvanced Optical and Optoelectronic Instruments and Devices<\/td>\n<\/tr>\n
520.407<\/td>\nF<\/td>\nIntroduction to the Physics of Electronic Devices<\/td>\n<\/tr>\n
520.457<\/td>\nF<\/td>\nQuantum Mechanics for Engineering<\/td>\n<\/tr>\n
520.470<\/td>\nF<\/td>\nInfra-Red Sensing and Technologies<\/td>\n<\/tr>\n
520.482<\/td>\nS<\/td>\nIntroduction to Lasers<\/td>\n<\/tr>\n
520.483<\/td>\nS<\/td>\nBio-Photonics Laboratory<\/td>\n<\/tr>\n
520.485<\/td>\nS<\/td>\nAdvanced Semiconductor Devices<\/td>\n<\/tr>\n
520.486<\/td>\nS<\/td>\nPhysics of Semiconductor Electronic Devices<\/td>\n<\/tr>\n
520.495<\/td>\nF<\/td>\nMicrofabrication Lab<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

Area 6: Robotics<\/strong><\/span><\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
Course Number<\/td>\nTerm<\/td>\nCourse Name<\/td>\n<\/tr>\n
520.302<\/td>\nS<\/td>\nInternet of Things Project Lab<\/td>\n<\/tr>\n
520.315<\/td>\nF<\/td>\nIntroduction to Bio-Inspired Processing of Audio-Visual Signals<\/td>\n<\/tr>\n
520.240<\/td>\nS<\/td>\nIntroduction to Mechatronics<\/td>\n<\/tr>\n
520.344<\/td>\nF<\/td>\nIntroduction to Digital Signal Processing<\/td>\n<\/tr>\n
520.349<\/td>\nF<\/td>\nMicroprocessor Lab I<\/td>\n<\/tr>\n
520.353<\/td>\nS<\/td>\nControl Systems<\/td>\n<\/tr>\n
520.412<\/td>\nF<\/td>\nMachine Learning for Signal Processing<\/td>\n<\/tr>\n
520.424<\/td>\nF<\/td>\nFPGA Synthesis Lab<\/td>\n<\/tr>\n
520.440<\/td>\nS<\/td>\nMachine Intelligence on Embedded Systems<\/td>\n<\/tr>\n
520.445<\/td>\nF<\/td>\nAudio Signal Processing<\/td>\n<\/tr>\n
520.448<\/td>\nS<\/td>\nElectronics Design Lab<\/td>\n<\/tr>\n
520.450<\/td>\nS<\/td>\nAdvanced Microprocessor Lab<\/td>\n<\/tr>\n
520.454<\/td>\nF<\/td>\nControl Systems Design<\/td>\n<\/tr>\n
520.465<\/td>\nF<\/td>\nMachine Perception<\/td>\n<\/tr>\n
520.471<\/td>\nF\/S<\/td>\nSpeech Technologies Reading Group<\/td>\n<\/tr>\n
530.420<\/td>\nF<\/td>\nRobots, Sensors and Actuators<\/td>\n<\/tr>\n
530.421<\/td>\nS<\/td>\nMechatronics<\/td>\n<\/tr>\n
601.461<\/td>\nF<\/td>\nComputer Vision<\/td>\n<\/tr>\n
601.463<\/td>\nF\/S<\/td>\nAlgorithms for Sensor-Based Robotics<\/td>\n<\/tr>\n
601.464<\/td>\nF\/S<\/td>\nArtificial Intelligence<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

Area 7: Signals, Systems, and Communication<\/strong><\/span><\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
Course Number<\/td>\nTerm<\/td>\nCourse Name<\/td>\n<\/tr>\n
520.315<\/td>\nF<\/td>\nIntroduction to Bio-Inspired Processing of Audio-Visual Signals<\/td>\n<\/tr>\n
520.344<\/td>\nF<\/td>\nIntroduction to Digital Signal Processing<\/td>\n<\/tr>\n
520.353<\/td>\nS<\/td>\nControl Systems<\/td>\n<\/tr>\n
520.370<\/td>\nF<\/td>\nIntroduction to Renewable Energy Engineering<\/td>\n<\/tr>\n
520.385<\/td>\nS<\/td>\nSignals, Systems, and Learning<\/td>\n<\/tr>\n
520.412<\/td>\nF<\/td>\nMachine Learning for Signal Processing<\/td>\n<\/tr>\n
520.414<\/td>\nF<\/td>\nImage Processing and Analysis I<\/td>\n<\/tr>\n
520.415<\/td>\nS<\/td>\nImage Processing and Analysis II<\/td>\n<\/tr>\n
520.418<\/td>\nF<\/td>\nModern Convex Optimization<\/td>\n<\/tr>\n
520.427<\/td>\nF<\/td>\nDesign of Biomedical Instruments and Systems<\/td>\n<\/tr>\n
520.432<\/td>\nF<\/td>\nMedical Imaging Systems<\/td>\n<\/tr>\n
520.433<\/td>\nS<\/td>\nMedical Image Analysis<\/td>\n<\/tr>\n
520.438<\/td>\nS<\/td>\nDeep Learning<\/td>\n<\/tr>\n
520.445<\/td>\nF<\/td>\nAudio Signal Processing<\/td>\n<\/tr>\n
520.447<\/td>\nF<\/td>\nInformation Theory<\/td>\n<\/tr>\n
520.454<\/td>\nF<\/td>\nControl Systems Design<\/td>\n<\/tr>\n
520.465<\/td>\nF<\/td>\nMachine Perception<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

 <\/p>\n","protected":false},"excerpt":{"rendered":"

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