Lectures related to Spectral Estimation Methods

Neurophysiological Data Analysis

Explores neurophysiological data analysis, covering AP identification, firing rates, subthreshold activity, FFT spectral analysis, and event-triggered analysis using MATLAB.

Numerical Methods for Boundary Value Problems

Covers numerical methods for solving boundary value problems using finite difference, FFT, and finite element methods.

ECG Hemodynamics Figure

Covers the analysis of ECG signals related to hemodynamics.

Gitlab Agent for Kubernetes (`agentk`)

Covers the setup of a Gitlab agent for Kubernetes, focusing on installation, version control, and troubleshooting.

Statistical Signal Processing Log in to Mediaspace to watch this video

Covers Gaussian Mixture Models, Denoising, Data Classification, and Spike Sorting using Principal Component Analysis.

Statistical Signal Processing Tools Log in to Mediaspace to watch this video

Explores statistical signal processing tools for wireless communications, including spectral estimation and signal detection, classification, and adaptive filtering.

Parametric Signal Models: Matlab Practice Log in to Mediaspace to watch this video

Covers parametric signal models and practical Matlab applications for Markov chains and AutoRegressive processes.

Linear Estimation & Prediction: Models & Methods Log in to Mediaspace to watch this video

Explores linear estimation and prediction in AR parametric models, focusing on Yule Walker equations and Wiener filter.

Gaussian Mixture Models: Data Classification Log in to Mediaspace to watch this video

Explores denoising signals with Gaussian mixture models and EM algorithm, EMG signal analysis, and image segmentation using Markovian models.

Yule Walker Equations: Efficient Implementation and Correlation Analysis Log in to Mediaspace to watch this video

Explores Yule Walker equations for efficient implementation and correlation analysis in signal processing.

Statistical Signal Processing for Wireless Communications Log in to Mediaspace to watch this video

Covers statistical signal processing tools for wireless communications, including spread spectrum, spectral analysis, ultra-wide band communications, and heart rate variability analysis.

Matlab: Interactive Mode and Project Steps Log in to Mediaspace to watch this video

Introduces Matlab basics, error handling, and billiards project concepts.

Narrow & Spread Spectrum Communications Log in to Mediaspace to watch this video

Explores narrow and spread spectrum communications, harmonic signals, and spectral estimation methods using MATLAB.

FPGA Programming with Speedgoat: Real-Time Signal Processing Log in to Mediaspace to watch this video

Focuses on implementing a square function generator using Speedgoat FPGA technology and real-time signal processing techniques.

Statistical Signal & Data Processing Log in to Mediaspace to watch this video

Explores Statistical Signal & Data Processing fundamentals, tools, and applications in various fields.

Macrofinance Models Analysis Log in to Mediaspace to watch this video

Covers macroeconomic models incorporating financial markets, analyzing financial decisions, macroeconomic events, and policy responses.

Modeling Neurobiological Signals: Markov Chains Log in to Mediaspace to watch this video

Explores modeling neurobiological signals with Markov Chains, focusing on parameter estimation and data classification.

Introduction to MATLAB Tools and Installation Log in to Mediaspace to watch this video

Covers the introduction to MATLAB tools and provides installation instructions for Thermodynamics-based Flux Analysis, including pre-requirements like GIT and CPLEX.

Stochastic Endowment Consumption Model Log in to Mediaspace to watch this video

Covers the stochastic endowment consumption model, log-linear transformation, impulse response solution, and Matlab codes.

Causal Systems & Transforms: Delay Operator Interpretation Log in to Mediaspace to watch this video

Covers z Variable as a Delay Operator, realizable systems, probability theory, stochastic processes, and Hilbert Spaces.