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Lecture
Technological Evolution: CPUs & Storage
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Principal Component Analysis: Olympic Medals & Image Compression
Explores PCA for predicting medals distribution and compressing face images.
Neural Signal Compression
Explores analog-to-digital conversion, neural signal optimization, multichannel architectures, and on-chip compression techniques in neuroengineering.
Scaling Trends: Transistors, Power Constraints, and Parallel Computing
Explores the evolution of transistors, power constraints, and the shift towards parallel computing in modern systems.
Exergy Analysis in Energy Systems
Explores exergy analysis in energy systems, emphasizing energy performance, waste streams, and efficiency optimization.
Compression: Prefix-Free Codes
Explains prefix-free codes for efficient data compression and the significance of uniquely decodable codes.
Geothermal Energy: Power Generation and Applications
Explores geothermal power generation, efficiency evolution, concentrated solar power, and refrigeration systems.
Ideal Compression: Power Cycles & Heat Pumps
Explores ideal compression in power cycles, discussing real processes, efficiency, and comparison.
Data Compression: Shannon-Fano Algorithm
Explores the Shannon-Fano algorithm for efficient data compression and its applications in lossless and lossy compression techniques.
Principles of Parallel Computing: OpenMP
Explores the principles of parallel computing, focusing on OpenMP as a tool for creating concurrent code from serial code.