Signal RepresentationsExplores wavelets as orthonormal bases for piecewise constant signals over unit intervals.
Signal RepresentationsCovers the properties of signal/data representations using Fourier transformations and matrices.
Image Processing IIntroduces the basics of image processing, covering point and spatial operators, histogram processing, and transform-domain operations.
Relations in Computer ScienceExplores the properties of relations in computer science, including equivalence relations and the partition of a set.
Time-frequency tilingExplores the challenges of analyzing speech signals and the concept of time-frequency tiling.
Clustering: k-meansExplains k-means clustering, assigning data points to clusters based on proximity and minimizing squared distances within clusters.
The Nerve and Geometric RealizationDelves into the computation and geometric realization of small categories, exploring the relationship between nerves and geometric structures.
