Neural Signals and Signal Processing

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Related lectures (38)

Inductive Sensors: Mutual Inductance

Explores the principle of LVDT, mutual inductance, and phase relationships in inductive sensors.

Magnetic Resonance Imaging: Principles and Applications

Covers the principles and applications of magnetic resonance imaging, including NMR spectroscopy, multi-dimensional imaging, and image contrast mechanisms.

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Neural Signals and Signal Processing: Electrophysiology to Brain Imaging

Explores the popularity of linear classifiers in fMRI analysis and the analysis of electromagnetic field signals.

Neural Interfaces: Decoding Signals for Neuroprostheses

Explores decoding neural signals for neuroprostheses, including muscle force production and spike detection.

Neural Signals and Signal Processing Log in to Mediaspace to watch this video

Explores neural signal modeling, nervous system structure, and fiber classification for understanding neural phenomena.

Neuromorphic Electronic Skins: Advancements and Challenges Log in to Mediaspace to watch this video

Explores the advancements and challenges in neuromorphic electronic skins, aiming to enable intuitive use of replacement limbs and autonomous robots.

Convolutional Neural Networks Log in to Mediaspace to watch this video

Covers convolutional neural networks, filter operations, and their applications in signal processing and image analysis.

Estimation and Linear Prediction - Part 2 Log in to Mediaspace to watch this video

Explores power spectral density, Wiener-Khintchine theorem, ergodicity, and correlation estimation in random signals for signal processing.

Neuroprosthetics: Enhancing Sensory Feedback in Limb Control Log in to Mediaspace to watch this video

Covers neuroprosthetics, focusing on enhancing sensory feedback for improved limb control.

Discrete Fourier Transform: Unlimited Duration Signals Log in to Mediaspace to watch this video

Explores the Discrete Fourier Transform applied to signals of unlimited duration using various windows for improved accuracy.

Radar Technologies: Applications and Challenges in Robotics Log in to Mediaspace to watch this video

Discusses radar technologies, their applications in robotics, and challenges in mmWave imaging.

Image Processing II: DFT, DCT, and Wavelet Transforms Log in to Mediaspace to watch this video

Explores eigenfaces, DFT, DCT, and wavelet transforms in image processing.

Adaptive Filtering: LMS Algorithm Log in to Mediaspace to watch this video

Covers adaptive filtering using the LMS algorithm for immobile recording scenarios, focusing on practical implementation in MATLAB.

Laplace Transform: Solving Differential Equations Log in to Mediaspace to watch this video

Discusses the application of the Laplace transform to solve differential equations and explores its properties and examples.

Transformations and Inversions: Laplace and Fourier Log in to Mediaspace to watch this video

Discusses Laplace and Fourier transformations, focusing on their inversion formulas and applications in solving differential equations.

Signal Sampling and Reconstruction Log in to Mediaspace to watch this video

Covers signal sampling, reconstruction, aliasing, and examples of signal reconstruction using low-pass filters.

Behavioural Control in Animals and Robots Log in to Mediaspace to watch this video

Explores controlling behavior in animals and robots, covering historical perspectives, neuron activation, Drosophila model, advanced techniques, and mini-project organization.

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