Control Theory Fundamentals

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Related lectures (55)

Spectral Decomposition of Symmetric Matrices Log in to Mediaspace to watch this video

Explores the spectral decomposition of symmetric matrices, including diagonalization and orthogonal basis change matrices.

High-order Filters: LC Ladder Filters Log in to Mediaspace to watch this video

Explores the design and simulation of high-order LC ladder filters using active-RC circuits and impedance normalization techniques.

Algorithmic Foundations for Systems Certification Log in to Mediaspace to watch this video

Explores challenges in designing systems with untrustworthy components, focusing on verification, control, and interaction in unreliable systems.

Project Presentation: Semester Projects and Topics Log in to Mediaspace to watch this video

Covers semester projects, project logistics, successful project examples, proposal writing, and various project options related to systems, threading, serverless programming, virtual memory, cloud benchmarking, and AI accelerators.

Vector Spaces: Operations and Properties Log in to Mediaspace to watch this video

Explores vector spaces, scalar products, standards, and symmetric matrices in the context of operations and properties.

Untitled Log in to Mediaspace to watch this video

Eigenvalues and Eigenvectors Decomposition Log in to Mediaspace to watch this video

Covers the decomposition of a matrix into its eigenvalues and eigenvectors, the orthogonality of eigenvectors, and the normalization of vectors.

Signals & Systems I: Rectangular & Triangular Signals Log in to Mediaspace to watch this video

Explores periodic and non-periodic rectangular and triangular signals, along with 'b-spline' functions and their properties.

Deep Neural Networks Log in to Mediaspace to watch this video

Covers the back-propagation algorithm for deep neural networks and the importance of locality in CNN.

Spectral Decomposition and SVD Log in to Mediaspace to watch this video

Explores spectral decomposition of symmetric matrices and Singular Value Decomposition (SVD) for matrix decomposition.

Network Functions: Analysis and Design Log in to Mediaspace to watch this video

Explores network functions in s-domain circuit analysis, covering stability, poles, responses, and design.

Analog Circuits and Systems: Q&A Session Log in to Mediaspace to watch this video

Covers a Q&A session on analog circuits, focusing on practice exams, filters, oscillators, and feedback structures.

Signals & Systems I: Uncertainty Relations and Gaussian Impulse Log in to Mediaspace to watch this video

Explores uncertainty relations, Gaussian impulse, pseudo-probability density, and Gabor functions in signals and systems.

Frequency Response and Filters: Signals & Systems I Log in to Mediaspace to watch this video

Explores frequency response, ideal filters, and linear phase in signals & systems.

Analog Filters: General Synthesis and Transfer Functions Log in to Mediaspace to watch this video

Explores analog filters, rational transfer functions, and stability analysis of causal systems.

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