Convolutional Neural NetworksCovers convolutional neural networks, filter operations, and their applications in signal processing and image analysis.
LTI Systems AnalysisCovers the analysis of LTI communication systems through Fourier transforms and system stability.
Sampling and ReconstructionCovers the concepts of sampling and reconstruction in signal processing, explaining the conditions for accurate reconstruction.
Frequency Response of LTI SystemsExplores LTI systems, impulse response, convolution, system properties, and frequency response, including low-pass and band-pass filters.