Introduction – Intelligent Systems Control Electrical Engineering 59 min Click to view videos

Video Lecture Description Sub-Category Time Click to view video Back to Engineering Video Lecture Course Page Introduction – Intelligent Systems Control Electrical Engineering 59 min Click to view videos Module 1 Lecture 1 Linear Neural networks Electrical Engineering 59 min Click to view videos Module 1 Lecture 2 Multi layered neural networks Electrical Engineering 60 min Click to view videos Module 1 lecture 3 Back Propagation Algorithm revisited Electrical Engineering 60 min Click to view videos Module 1 lecture 4 Non linear system analysis Part 1 Electrical Engineering 60 min Click to view videos Module 1 lecture 5 non linear system analysis part 2 Electrical Engineering 58 min Click to view videos Module 1 lecture 6 Radial Basis function networks Electrical Engineering 59 min Click to view videos Module 1 lecture 7 Adaptive learning rate Electrical Engineering 61 min Click to view videos Module 1 Lecture 8 Weight update rules Electrical Engineering 61 min Click to view videos Mod 1 Lec 9 Recurrent networks Back propagation through time Electrical Engineering 58 min Click to view videos Mod 1 Lec 10 Recurrent networks Real time recurrent learning Electrical Engineering 57 min Click to view videos Mod 1 Lec 11 Self organizing Map – Multidimensional networks Electrical Engineering 55 min Click to view videos Module 2 Lecture 1 Fuzzy sets A Primer Electrical Engineering 59 min Click to view videos Module 2 Lecture 2 Fuzzy Relations Electrical Engineering 60 min Click to view videos Module 2 lecture 3 Fuzzy Rule base and Approximate Reasoning Electrical Engineering 60 min Click to view videos Module 2 Lecture 4 Introduction to Fuzzy Logic Control Electrical Engineering 61 min Click to view videos Module 3 Lecture 1 Neural Control A review Electrical Engineering 56 min Click to view videos Module 3 Lecture 2 Network inversion and Control Electrical Engineering 61 min Click to view videos Module 3 Lecture 3 Neural Model of a Robot manipulator Electrical Engineering 56 min Click to view videos Mod 3 Lec 4 Indirect Adaptive Control of a Robot manipulator Electrical Engineering 61 min Click to view videos Mod 3 Lect 5 Adaptive neural control for Affine Systems SISO Electrical Engineering 54 min Click to view videos Mod 3 Lec 6 Adaptive neural control for Affine systems MIMO Electrical Engineering 53 min Click to view videos Module 3 Lecture 7 Visual Motor Coordination with KSOM Electrical Engineering 52 min Click to view videos Mod 3 Lec 8 Visual Motor coordination – quantum clustering Electrical Engineering 54 min Click to view videos Mod 3 Lec 9 Direct Adaptive control of Manipulators – Intro Electrical Engineering 56 min Click to view videos Module 3 Lecture 10 NN based back stepping control Electrical Engineering 58 min Click to view videos Module 4 lecture 1 Fuzzy Control – a Review Electrical Engineering 61 min Click to view videos Mod 4 Lec 2 Mamdani type flc and parameter optimization Electrical Engineering 57 min Click to view videos Module 4 Lecture 3 Fuzzy Control of a pH reactor Electrical Engineering 59 min Click to view videos Mod 4 Lec 4 Fuzzy Lyapunov controller – Computing with words Electrical Engineering 57 min Click to view videos IMod 4 Lect 5 Controller Design for a T-S Fuzzy model Electrical Engineering 59 min Click to view videos Module 4 Lecture 6 Linear controllers using T-S fuzzy model Electrical Engineering 60 min Click to view videos