3 credits (3-0-0) Pre-requisites: COL216, COL331 OR Equivalent Overlaps with: ELL782 Embedded Platforms , Embedded processor architectures, System initialization, Embedded operating systems (linux) , DSP… Read More »COL788 Advanced Topics in Embedded Computing
4 credits (3-0-2) Introduction to human Neuro-anatomy, Hodgkin Huxley model, overview of brain imaging methods, introduction to magnetic resonance imaging, detailed fMRI, fMRI data analysis… Read More »COL786 Advanced Functional Brain Imaging
4.5 credits (3-0-3) Pre-requisites: COL106, ELL205 OR Equivalent Overlap with: ELL715 Digital Image Fundamentals; Image Enhancement in Spatial Domain: Gray Level Transformation, Histogram Processing, Spatial… Read More »COL783 Digital Image Analysis
4.5 credits (3-0-3) Pre-requisites: COL106 OR Equivalent Overlaps with: ELL792 Graphics pipeline; Graphics hardware: Display devices, Input devices; Raster Graphics: line and circle drawing algorithms;… Read More »COL781 Computer Graphics
4 credits (3-0-2) Pre-requisites: EC 80 Overlaps with: ELL793 Camera models. Calibration, multi-views projective geometry and invariants. Feature detection, correspondence and tracking. 3D structure/motion estimation.… Read More »COL780 Computer Vision
4 credits (3-0-2) Pre-requisites: MTL106 OR Equivalent Basics: Introduction. Undirected and Directed Graphical Models. Bayesian Networks. Markov Networks. Exponential Family Models. Factor Graph Representation. Hidden… Read More »COL776 Learning Probabilistic Graphical Models
4 credits (3-0-2) Pre-requisites: MTL106 OR Equivalent Overlaps with: COL341 ELL784, ELL888 Supervised learning algorithms: Linear and Logistic Regression, Gradient Descent, Support Vector Machines, Kernels,… Read More »COL774 Machine Learning
4 credits (3-0-2) Pre-requisites: COL106 OR Equivalent Overlaps with: MTL785 NLP concepts: Tokenization, lemmatization, part of speech tagging, noun phrase chunking, named entity recognition, co-reference… Read More »COL772 Natural Language Processing
4 credits (3-0-2) Pre-requisites: COL106 OR Equivalent Overlap with: COL333, COL770, ELL789 Philosophy of artificial intelligence, fundamental and advanced search techniques (A*, local search, suboptimal… Read More »COL770 Advanced Artificial Intelligence
4 credits (3-0-2) Pre-requisites: COL334 OR Equivalent Radio signal propagation, advanced modulation and coding, medium access techniques, self-configurable networks, mesh networks, cognitive radio and dynamic… Read More »COL768 Wireless Networks
