Digital Signal Processing Courses

Subarea	Graduate Courses	Undergraduate Courses
Audio and Acoustics	Acoustics I Acoustics II Architectural Acoustics Electromechanical Transducers Nonlinear Acoustics Underwater Acoustics Ultrasonics Wave Phenomenon	Introduction to Computer Music Real-Time Music Programming Engineering Acoustics
Bio Imaging and Signal Processing	Biomedical Image Processing Computational MRI Genomic Signal Processing MRI in Research and Medicine	MRI in Research and Medicine
Design and Implementation of Signal Processing Systems	High-Speed Computer Arithmetic I Embedded System Design and Modeling System-on-Chip Design	Real-Time Digital Signal Processing Lab Computer Architecture Embedded and Real-Time Systems Lab
Image, Video and Multidimensional Signal Processing	Advanced Computer Vision Digital Video Processing	Computer Vision Digital Image Processing
Machine Learning for Signal Processing	Advanced Probability Convex Optimization Theory Data Mining Information Theory and Machine Learning Large-Scale Learning Online Learing Reinforcement Learning	Data Science Principles Data Science Laboratory ML/Data Analytics for Edge AI Neural Engineering
Signal Processing for Communications and Networking	Analysis and Design of Communication Networks Digital Communications Probability and Stochastic Processes I Probability and Stochastic Processes II Wireless Communications Wireless Communications Laboratory	Probability, Statistics, and Random Processes Wireless Communications Laboratory
Signal Processing Theory and Methods	Estimation Theory Information Theory	Linear Systems and Signals Digital Signal Processing

Related graduate courses taught outside the department:

• Image and Multidimensional Signal Processing
  • PSY 380E Vision Systems (taught each Spring)
  • PSY 394S Face Perception (taught each Spring)
• Machine Learning
  • CS 381V Visual Recognition
  • CS 391L Machine Learning
  • CS 394N Neural Networks
  • CS 395T Neural Computation
  • CS 395T Robot Learning
• Speech and Language Processing
  • PSY 394U-7 Speech Perception (taught each Fall)