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ECE 425 Neural Networks and Deep Learning
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.
Prerequisite: Programming experience (an object-oriented language such as Python) and 贰颁贰听220 or 惭础听305 or 惭础听405 or equivalent and 惭础听242 or equivalent and 厂罢听370 or 厂罢听371 or equivalent
Typically offered in Spring only
Computer Engineering (BS): Artificial Intelligence and Machine Learning Concentration
...ECE 455, ECE 456), communications and signal processing (ECE 402, 410/510, 411, 420, 425...
Computer Engineering (BS): Embedded Systems Concentration
...ECE 452, ECE 453), communications and signal processing (ECE 402, 410/510, 411, 420, 425...
Electrical Engineering (BS): Communications and Signal Processing Concentration
...ECE 410/510, ECE 411, ECE 420, ECE 422, ECE 423, ECE 424, ECE 425...
Electrical Engineering (BS): Artificial Intelligence and Machine Learning Concentration
...452, ECE 453), communications and signal processing (ECE 402, 407, 410/510, 411, 420, 425...
Computer Engineering (BS): Computer Architecture and Emerging Systems Concentration
...computing (ECE 407, 470, 547, 570, 573, 574), machine learning and AI (ECE 411, 425...
Computer Engineering (BS): Computer Systems Software Concentration
...computing (ECE 407, 470, 547, 570, 573, 574), machine learning and AI (ECE 411, 425...
Electrical Engineering (BS): Biomedical Instrumentation Concentration
...Processing: ECE 410/510; Machine Learning and AI: ECE 411, 425/525; Embedded Systems: ECE...
Electrical Engineering (BS): Controls and Robotics Concentration
...Processing: ECE 410/510; Machine Learning and AI: ECE 411, 425/525; Embedded Systems: ECE...
Electrical Engineering (BS): Music Technology Concentration
...open electives include ECE 403, MUT 315, ECE 460/560, ECE 425. 1 Courses required...