Physics-Informed Imaging SystemsExplores physics-informed imaging systems, including lensless imaging, deep learning for imaging challenges, and the development of noise models for low-light videos.
Electrical MetrologyExplores electrical metrology, covering random variables, noise sources, and their impact on electronic devices.
Noise in Devices and CircuitsExplores different types of noise in devices and circuits, including interference noise, inherent noise, and random signals.
Supervised Learning EssentialsIntroduces the basics of supervised learning, focusing on logistic regression, linear classification, and likelihood maximization.
Noise and MeasurementsExplores electronic, thermomechanical, and amplifier noise, calibration of amplitude, frequency tracking, and system limits.
Electrical MetrologyExplores different types of noise in electrical systems and their impact on electronic devices.
Image Processing TechniquesCovers image processing techniques including noise addition, filtering, and image enhancement using various filters and tools.