Advanced Topics in Communications Electronics
| Lecturer (assistant) |
|
|---|---|
| Number | 0820675069 |
| Type | |
| Duration | 3 SWS |
| Term | Sommersemester 2024 |
| Language of instruction | English |
| Position within curricula | See TUMonline |
Admission information
Objectives
After successfully completing this course, students will be able to:
• Explain FPGA architecture and design flow
• Use FPGA design tools
• Design basic signal processing systems on FPGAs
• Implement convolutional neural network systems on FPGA
Description
FPGA Information Processing Systems
This course is focused on signal processing and neural network implementations on FPGA (Field Programmable Gate Arrays). It covers FPGA designs of digital filters, Fourier transformation, JPEG decoding, fast convolution, Kalman filter and Viterbi decoding. In addition, circuit design techniques commonly used in signal processing and neural networks, such as pipelining, parallel processing, folding, unfolding and systolic array, are included.
NOTE: Lecture starts in June
Examination
75% written exam
25% assignments
Recommended literature
Notes and slides from the lecturer.
Links
Bachelorbereich: BSc-EI, MSE, BSEDE
| WS | SS | Diskrete Mathematik für Ingenieure (BSEI, EI00460) Discrete Mathematics for Engineers (BSEDE ) (Schlichtmann) (Januar) |
| WS | SS | Entwurf digitaler Systeme mit VHDL u. System C (BSEI, EI0690) (Ecker) |
| SS | Entwurfsverfahren für integrierte Schaltungen (MSE, EI43811) (Schlichtmann) | |
| WS | Methoden der Unternehmensführung (BSEI, EI0481) (Weigel) | |
| WS | Praktikum System- und Schaltungstechnik (BSEI, EI0664) (Schlichtmann et al.) | |
| SS | Schaltungssimulation (BSEI, EI06691) (Gräb/Schlichtmann) |
Masterbereich: MSc-EI, MSCE, ICD
| SS | Advanced Topics in Communication Electronics (MSCE, MSEI, EI79002) | ||
| WS | Electronic Design Automation (MSCE, MSEI, EI70610) (B. Li, Tseng) | ||
| WS | Design Methodology and Automation (ICD) (Schlichtmann) (Nov) | ||
| WS | SS | Machine Learning: Methods and Tools (MSCE, MSEI, EI71040) (Ecker) | |
| WS | SS SS | Mathematical Methods of Circuit Design (MSCE, MSEI, EI74042) (Gräb) Simulation and Optimization of Analog Circuits (ICD) (Gräb) (Mai) | |
| WS | Mixed Integer Programming and Graph Algorithms in Engineering Problems (MSCE, MSEI, EI71059) (Tseng) | ||
| WS | SS | Numerische Methoden der Elektrotechnik (MSEI, EI70440) (Schlichtmann oder Gräb) | |
| WS WS | SS | Seminar VLSI-Entwurfsverfahren (MSEI, EI7750) (Schlichtmann/Müller-Gritschneder) Seminar on Topics in Electronic Design Automation (MSCE, EI77502) (Schlichtmann/Müller-Gritschneder) | |
| WS | SS | Synthesis of Digital Systems (MSCE, MSEI, EI70640) (Müller-Gritschneder) | |
| WS | Testing Digital Circuits (MSCE, MSEI, EI50141) (Otterstedt) | ||
| WS | Timing of Digital Circuits (MSCE, MSEI, EI70550) (B. Li, Zhang) | ||
| WS | SS | VHDL System Design Laboratory (MSCE, MSEI, EI7403) (Schlichtmann) |
MSE: Munich School of Engineering (TUM)
BSEDE: Bachelor of Science in Electronics and Data Engineering (TUM-Asia)
ICD: Master of Science in Integrated Circuit Design (TUM-Asia)
MSCE: Master of Science in Communications Engineering (TUM)
MSEI: Master of Science in Elektrotechnik und Informationstechnik
BSEI: Bachelor of Science in Elektrotechnik und Informationstechnik
Aktuelle Infos zur Lehre/Current information on teaching: https://www.tum.de/die-tum/aktuelles/coronavirus/studium/, www.ei.tum.de