Department of Physics

18209  Digital Signal Processing Systems   

Course Webpage: https://eclass.uoa.gr/courses/D363/ 

Course Content

• Design and implementation of hardware systems for real-time digital signal processing.
• Methodologies for implementations with special-purpose hardware technologies, such as ASICs, FPGAs, GPUs, etc.
• Models for describing digital processing algorithms (data flow diagrams, dependency grapgs, signal flow graphs etc.), pipelining and parallel processing for high performance DSP. Low power implementations.
• Computer arithmetic for fast DSP: optimal multipliers, distributed arithmetic, CORDIC units, efficient FIR, IIR filters etc. Arithmetic with fixed-point number systems.
• Systematic mapping of algorithms in parallel architectures. Designing systolic architectures for DSP and Pattern Recognition. 
• Synthesis methodologies and design tools for high performance DSP systems. Embedded DSP systems.
• Special purpose processors for machine and deep learning and classification with neural networks.