Statistical Signal & Data Processing

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Related lectures (54)

Signals & Systems I: Cross-Correlation and Convolution Log in to Mediaspace to watch this video

Explores cross-correlation, signal detection, Hilbert spaces, orthogonal approximation, and image compression using DCT.

Clustering Methods Log in to Mediaspace to watch this video

Explores clustering methods for partitioning data into meaningful classes when labeling is unknown, covering K-means, dissimilarity measures, and hierarchical clustering.

Image Processing I: Correlation Measures and Matched Filtering Log in to Mediaspace to watch this video

Explores correlation measures, matched filtering, and feature extraction in image processing.

Noise Formalism in Photodetectors: Understanding Detection Limits Log in to Mediaspace to watch this video

Discusses the formalism of noise in photodetectors, focusing on detection limits and the relationship between input power and output current.

High-order Correlations in Massive Datasets Log in to Mediaspace to watch this video

Delves into high-order correlations in massive datasets and their importance.

Neural Recording Techniques and Systems Log in to Mediaspace to watch this video

Explores neural recording techniques, systems, amplifiers, and high-value resistor integration for low-power optimization.

Parameter estimation Log in to Mediaspace to watch this video

Covers the concept of parameter estimation using the least square method.

Multivariate Gaussian Laws Log in to Mediaspace to watch this video

Explores multivariate Gaussian laws, covering probabilities, correlations, and conditional distributions in bivariate cases.

Fourier Transform: Problem Solving Log in to Mediaspace to watch this video

Covers solutions to a sample midterm, focusing on Fourier transform problems and system interconnections.

Extensions to Exchangeability: Statistical Analysis of Network Data Log in to Mediaspace to watch this video

Covers extensions to exchangeability in network data analysis, including graphon frameworks and edge exchangeability.

Principles of Finance: Risk and Return Log in to Mediaspace to watch this video

Explores risk and return in finance, covering securities' performance, rates of return, variance, volatility, and portfolio diversification.

Stochastic Models for Communications Log in to Mediaspace to watch this video

Covers stochastic models for binary transmission in communications systems.

Data Visualization: Techniques, Tools & Concepts Log in to Mediaspace to watch this video

Covers data visualization techniques, tools, and concepts for effective data representation.

Wireless Receivers: Gaussian Noise and Error Probability Estimation Log in to Mediaspace to watch this video

Covers wireless receivers in the presence of Gaussian noise and error probability estimation.

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