Suchergebnis: Katalogdaten im Frühjahrssemester 2021

Nummer	Titel	Typ	ECTS	Umfang	Dozierende
Elektrotechnik und Informationstechnologie Master
Master-Studium (Studienreglement 2018)
Electronics and Photonics The core courses and specialization courses below are a selection for students who wish to specialize in the area of "Electronics and Photonics", see https://www.ee.ethz.ch/studies/main-master/areas-of-specialisation.html. The individual study plan is subject to the tutor's approval.
Vertiefungsfächer These specialization courses are particularly recommended for the area of "Electronics and Photonics", but you are free to choose courses from any other field in agreement with your tutor. A minimum of 40 credits must be obtained from specialization courses during the Master's Programme.
227-0117-10L	Mess- und Versuchstechnik	W	6 KP	4G	C. Franck, H.‑J. Weber
Kurzbeschreibung	Einführung in die Versuchs- und Messtechnik, wie sie Grundlage in allen Bereichen der Ingenieurswissenschaften ist. Die Vorlesung ist stark praxis- und anwendungsorientiert, und beinhaltet mehrere praktische Versuche. Die Inhalte «Mess- und Versuchstechnik» sind für alle Fachgebiete relevant, in dieser Vorlesung werden sie auch mit Beispielen aus der Hochspannungstechnik behandelt.
Lernziel	Am Ende der Vorlesung können die Studierenden: • grundlegende elektrische Versuche durchführen und Messdaten, insbesondere mit dem Oszilloskop, erheben. • ein sinnvolles Messprotokoll führen, ein klares Versuchsprotokoll erstellen und die Messgenauigkeit des Versuchs abschätzen. • grundlegende Ursachen elektromagnetischer Störungen sowie Methoden zur Vermeidung, Reduktion oder Abschirmung beschreiben und anwenden. • verschiedene Methoden zur Erzeugung und Messung von hohen Spannungen erklären und anwenden, sowie dazugehörende Grössen berechnen.
Inhalt	- Messtechnik, Messunsicherheit, Messprotokolle - Erzeugung und Messung hoher Spannungen - Elektromagnetische Verträglichkeit - Laborpraktika
Skript	Vorlesungsunterlagen
Literatur	J. Hoffmann, Taschenbuch der Messtechnik, Carl Hanser Verlag, 7. Auflage, 2015 (ISBN: 978-3446442719) A. Küchler, Hochspannungstechnik, Springer Berlin, 4. Auflage, 2017 (ISBN: 978-3662546994) A. Schwab, Elektromagnetische Verträglichkeit, Springer Verlag, 6. Auflage, 2010 (ISBN: 978-3642166099)
227-0155-00L	Machine Learning on Microcontrollers Number of participants limited to 40. Registration in this class requires the permission of the instructors.	W	6 KP	3G	M. Magno, L. Benini
Kurzbeschreibung	Machine Learning (ML) and artificial intelligence are pervading the digital society. Today, even low power embedded systems are incorporating ML, becoming increasingly “smart”. This lecture gives an overview of ML methods and algorithms to process and extracts useful near-sensor information in end-nodes of the “internet-of-things”, using low-power microcontrollers (ARM-Cortex-M; RISC-V).
Lernziel	Learn how to Process data from sensors and how to extract useful information with low power microprocessors using ML techniques. We will analyze data coming from real low-power sensors (accelerometers, microphones, ExG bio-signals, cameras…). The main objective is to study in detail how Machine Learning algorithms can be adapted to the performance constraints and limited resources of low-power microcontrollers becoming Tiny Machine learning algorithms.
Inhalt	The final goal of the course is a deep understanding of machine learning and its practical implementation on single- and multi-core microcontrollers, coupled with performance and energy efficiency analysis and optimization. The main topics of the course include: - Sensors and sensor data acquisition with low power embedded systems - Machine Learning: Overview of supervised and unsupervised learning and in particular supervised learning ( Decision Trees, Random, Support Vector Machines, Artificial Neural Networks, Deep Learning, and Convolutional Networks) - Low-power embedded systems and their architecture. Low Power microcontrollers (ARM-Cortex M) and RISC-V-based Parallel Ultra Low Power (PULP) systems-on-chip. - Low power smart sensor system design: hardware-software tradeoffs, analysis, and optimization. Implementation and performance evaluation of ML in battery-operated embedded systems. The laboratory exercised will show how to address concrete design problems, like motion, gesture recognition, emotion detection, image, and sound classification, using real sensors data and real MCU boards. Presentations from Ph.D. students and the visit to the Digital Circuits and Systems Group will introduce current research topics and international research projects.
Skript	Script and exercise sheets. Books will be suggested during the course.
Voraussetzungen / Besonderes	Prerequisites: Good experience in C language programming. Microprocessors and computer architecture. Basics of Digital Signal Processing. Some exposure to machine learning concepts is also desirable.
227-0303-00L	Advanced Photonics	W	6 KP	2V + 2U + 1A	A. Emboras, M. Burla, A. Dorodnyy
Kurzbeschreibung	The lecture gives a comprehensive insight into various types of nano-scale photonic devices, physical fundamentals of their operation, and an overview of the micro/nano-fabrication technologies. Following applications of nano-scale photonic structures are discussed in details: detectors, photovoltaic cells, atomic/ionic opto-electronic devices and integrated microwave photonics.
Lernziel	General training in advanced photonic devices with an in-depth understanding of the fundamentals of theory, fabrication, and characterization. Hands-on experience with photonic and optoelectronic device technologies and theory. The students will learn about the importance of advanced photonic devices in energy, communications, digital and neuromorphic computing applications.
Inhalt	The following topics will be addressed: • Photovoltaics: basic thermodynamic principles and fundamental efficiency limitations, physics of semiconductor solar cell, overview of existing solar cell concepts and underlying physical phenomena. • Micro/nano-fabrication technologies for advanced optoelectronic devices: introduction and device examples. • Comprehensive insight into the physical mechanisms that govern ionic-atomic devices, present the techniques required to fabricate ultra-scaled nanostructures and show some applications in digital and neuromorphic computing. • Introduction to microwave photonics (MWP), microwave photonic links, photonic techniques for microwave signal generation and processing.
Skript	The presentation and the lecture notes will be provided every week.
Literatur	“Atomic/Ionic Devices”: • Resistive Switching: From Fundamentals of Nanoionic Redox Processes to Memristive Device Applications, Daniele Ielmini and Rainer Waser, Wiley-VCH • Electrochemical Methods: Fundamentals and Applications, A. Bard and L. Faulkner, John Willey & Sons, Inc. “Photovoltaics”: • Prof. Peter Wurfel: Physics of Solar Cells, Wiley “Micro and nano Fabrication”: • Prof. H. Gatzen, Prof. Volker Saile, Prof. Juerg Leuthold: Micro and Nano Fabrication, Springer “Microwave Photonics”: • D. M. Pozar, Microwave Engineering. J. Wiley & Sons, New York, 2005. • M. Burla, Advanced integrated optical beam forming networks for broadband phased array antenna systems. Enschede, The Netherlands, 2013. DOI: 10.3990/1.9789036507295 • C.H. Cox, Analog optical links: theory and practice. Cambridge University Press, 2006.
Voraussetzungen / Besonderes	Basic knowledge of semiconductor physics, physics of the electromagnetic filed and thermodynamics.
227-0330-00L	Energy-Efficient Analog Circuits for IoT Systems	W	6 KP	2V + 2U	T. Jang
Kurzbeschreibung	We are facing a new era of the Internet of things, similarly indicated as Industry 4.0, TSensors, Ubiquitous or The Fog. A miniaturized computer is the key to this innovation that senses, collects and processes information from objects. In this class, based on the recent publications, energy efficient analog IC techniques will be introduced which is the main challenge to reduce the battery size.
Lernziel	This class introduces key analog building blocks such as energy harvester, frequency generator, data converter, sensor interface, power converter based on the recent publications for IoT systems including wearable electronics, bio-implantable devices, and environmental sensors.
Inhalt	Ultra-low power circuit design methodology and transistor characteristics; Circuit-level design techniques for amplifier, comparator, voltage reference, on-chip oscillator, switched capacitor; IP-level design techniques for energy harvester, data converter, energy harvester and power converters.
Voraussetzungen / Besonderes	Analog Integrated Circuits
227-0455-00L	Terahertz: Technology and Applications	W	5 KP	3G + 3A	K. Sankaran
Kurzbeschreibung	This block course will provide a solid foundation for understanding physical principles of THz applications. We will discuss various building blocks of THz technology - components dealing with generation, manipulation, and detection of THz electromagnetic radiation. We will introduce THz applications in the domain of imaging, sensing, communications, non-destructive testing and evaluations.
Lernziel	This is an introductory course on Terahertz (THz) technology and applications. Devices operating in THz frequency range (0.1 to 10 THz) have been increasingly studied in the recent years. Progress in nonlinear optical materials, ultrafast optical and electronic techniques has strengthened research in THz application developments. Due to unique interaction of THz waves with materials, applications with new capabilities can be developed. In theory, they can penetrate somewhat like X-rays, but are not considered harmful radiation, because THz energy level is low. They should be able to provide resolution as good as or better than magnetic resonance imaging (MRI), possibly with simpler equipment. Imaging, very-high bandwidth communication, and energy harvesting are the most widely explored THz application areas. We will study the basics of THz generation, manipulation, and detection. Our emphasis will be on the physical principles and applications of THz in the domain of imaging, sensing, communications, non-destructive testing and evaluations. The second part of the block course will be a short project work related to the topics covered in the lecture. The learnings from the project work should be presented in the end.
Inhalt	PART I: - INTRODUCTION - Chapter 1: Introduction to THz Physics Chapter 2: Components of THz Technology - THz TECHNOLOGY MODULES - Chapter 3: THz Generation Chapter 4: THz Detection Chapter 5: THz Manipulation - APPLICATIONS - Chapter 6: THz Imaging / Sensing / Communication Chapter 7: THz Non-destructive Testing Chapter 8: THz Applications in Plastic & Recycling Industries PART 2: - PROJECT WORK - Short project work related to the topics covered in the lecture. Short presentation of the learnings from the project work. Full guidance and supervision will be given for successful completion of the short project work.
Skript	Soft-copy of lectures notes will be provided.
Literatur	- Yun-Shik Lee, Principles of Terahertz Science and Technology, Springer 2009 - Ali Rostami, Hassan Rasooli, and Hamed Baghban, Terahertz Technology: Fundamentals and Applications, Springer 2010
Voraussetzungen / Besonderes	Basic foundation in physics, particularly, electromagnetics is required. Students who want to refresh their electromagnetics fundamentals can get additional material required for the course.
227-0659-00L	Integrated Systems Seminar Findet dieses Semester nicht statt.	W	1 KP	1S
Kurzbeschreibung	Im "IIS Fachseminar" lernen die Studierenden Themen, Ideen oder Probleme der wissenschaftlichen Forschung zu vermitteln durch Hören von Vorträgen erfahrener Sprecher und durch eine eigene Präsentation einer wissenschaftlichen Arbeit in einer Konferenz-typischen Situation mit spezifischer Zuhörerschaft.
Lernziel	Das Seminar hat das Ziel, Studierenden und Doktorierenden die wichtigsten Grundlagen einer soliden Präsentationstechnik zu vermitteln. Die Teilnehmer haben die Gelegenheit, sich in ein aktuelles Thema durch Literaturstudium einzuarbeiten und die erzielten Ergebnisse in einem 20-minütigen Vortrag auf Englisch zu präsentieren. Der Besuch des Seminars ermöglicht, einen Überblick über aktuelle Probleme der Nanoelektronik und Bio-Elektromagnetik zu bekommen.
Inhalt	Das Seminar befasst sich mit aktuellen Themen des Designs von digitalen integrierten Schaltungen, der physikalischen Charakterisierung in der Nanoelektronik und der Bio-Elektromagnetik Simulation. Die Studiernden lernen Einführung in professionelles Literaturstudium, Präsentationstechnik, Planung und Erstellung eines wissenschaftlichen Vortrages.
Skript	Präsentationsunterlagen
Literatur	mit dem Betreuer zu diskutieren
227-0622-00L	Thermal Modeling: From Semiconductor to Medical Devices and Personalized Therapy Planning	W	4 KP	2V + 1U	E. Neufeld, M. Luisier
Kurzbeschreibung	The course introduces computational techniques to model electromagnetic heating across many orders of magnitudes, from the atomic to the macroscopic scale. Both desired and undesired thermal effects will be covered, e.g. thermal cancer therapies based on tissue heating or Joule heating in semiconductor devices. A wide range of simulation approaches and numerical methods will be introduced.
Lernziel	During this course the students will: - learn the physics governing and computational models describing electromagnetic-induced heating; - get familiar with computational simulation techniques across a wide range of spatial scales, incl. methods to simulate in vivo heating, considering thermoregulation and perfusion, or quantum mechanical approaches considering heat at the level of atomic vibrations; - implement and apply simulation techniques within a state-of-the-art open-source simulation platform for computational life sciences, as well as a framework for computer-aided design of semiconductor devices; - learn about remaining challenges in this field
Inhalt	The following topics will be discussed during the semester: - Introduction about electromagnetic heating (from its historical perspective to its application in biology); - Microscopic/Macroscopic thermal transport (governing equations, numerical methods, examples); - Numerical algorithms and their implementation in python and/or C++, parallelisation approaches, and high performance computing solutions; - Practical examples: thermal therapy planning with Sim4Life and technology computer aided design with OMEN; - Model verification and validation.
Skript	Lecture slides are distributed every week and can be found at https://iis-students.ee.ethz.ch/lectures/thermal-modeling/
Voraussetzungen / Besonderes	The course requires an open attitude towards interdisciplinarity, basic python scripting and C++ coding skills, undergraduate entry-level familiarity with electric & magnetic fields/forces, differential equations, calculus, and basic knowledge of biology and quantum mechanics.
227-0662-00L	Organic and Nanostructured Optics and Electronics (Course) Findet dieses Semester nicht statt.	W	3 KP	2G	V. Wood
Kurzbeschreibung	This course examines the optical and electronic properties of excitonic materials that can be leveraged to create thin-film light emitting devices and solar cells. Laboratory sessions provide students with experience in synthesis and optical characterization of nanomaterials as well as fabrication and characterization of thin film devices.
Lernziel	Gain the knowledge and practical experience to begin research with organic or nanostructured materials and understand the key challenges in this rapidly emerging field.
Inhalt	0-Dimensional Excitonic Materials (organic molecules and colloidal quantum dots) Energy Levels and Excited States (singlet and triplet states, optical absorption and luminescence). Excitonic and Polaronic Processes (charge transport, Dexter and Förster energy transfer, and exciton diffusion). Devices (photodetectors, solar cells, and light emitting devices).
Literatur	Lecture notes and reading assignments from current literature to be posted on website.
227-0662-10L	Organic and Nanostructured Optics and Electronics (Project) Findet dieses Semester nicht statt.	W	3 KP	2A	V. Wood
Kurzbeschreibung	This course examines the optical and electronic properties of excitonic materials that can be leveraged to create thin-film light emitting devices and solar cells. Laboratory sessions provide students with experience in synthesis and optical characterization of nanomaterials as well as fabrication and characterization of thin film devices.
Lernziel	Gain the knowledge and practical experience to begin research with organic or nanostructured materials and understand the key challenges in this rapidly emerging field.
Inhalt	0-Dimensional Excitonic Materials (organic molecules and colloidal quantum dots) Energy Levels and Excited States (singlet and triplet states, optical absorption and luminescence). Excitonic and Polaronic Processes (charge transport, Dexter and Förster energy transfer, and exciton diffusion). Devices (photodetectors, solar cells, and light emitting devices).
Literatur	Lecture notes and reading assignments from current literature to be posted on website.
Voraussetzungen / Besonderes	Admission is conditional to passing 227-0662-00L Organic and Nanostructured Optics and Electronics (Course)
227-0664-00L	Technology and Policy of Electrical Energy Storage	W	3 KP	2G	V. Wood, T. Schmidt
Kurzbeschreibung	With the global emphasis on decreasing CO2 emissions, achieving fossil fuel independence and growing the use of renewables, developing & implementing energy storage solutions for electric mobility & grid stabilization represent a key technology & policy challenge. This course uses lithium ion batteries as a case study to understand the interplay between technology, economics, and policy.
Lernziel	The students will learn of the complexity involved in battery research, design, production, as well as in investment, economics and policy making around batteries. Students from technical disciplines will gain insights into policy, while students from social science backgrounds will gain insights into technology.
Inhalt	With the global emphasis on decreasing CO2 emissions, achieving fossil fuel independence, and integrating renewables on the electric grid, developing and implementing energy storage solutions for electric mobility and grid stabilization represent a key technology and policy challenge. The class will focus on lithium ion batteries since they are poised to enter a variety of markets where policy decisions will affect their production, adoption, and usage scenarios. The course considers the interplay between technology, economics, and policy. * intro to energy storage for electric mobility and grid-stabilization * basics of battery operation, manufacturing, and integration * intro to the role of policy for energy storage innovation & diffusion * discussion of complexities involved in policy and politics of energy storage
Skript	Materials will be made available on the website.
Literatur	Materials will be made available on the website.
Voraussetzungen / Besonderes	Strong interest in energy and technology policy.
227-0669-00L	Chemistry of Devices and Technologies Limited to 30 participants.	W	4 KP	1V + 2U	M. Yarema
Kurzbeschreibung	The course covers basics of chemistry and material science, relevant for modern devices and technologies. The course consists from lecture, laboratory, and individual components. Students accomplish individual projects, in which they study and evaluate a chosen technology from chemistry and materials viewpoints.
Lernziel	The course brings relevant chemistry knowledge, tailored to the needs of electrical engineering students. Students will gain understanding of the basic concepts of chemistry and a chemist's intuition through hands-on workshops that combine tutorials and laboratory sessions as well as guidance through individual projects that require interdisciplinary and critical thinking. Students will learn which materials, reactions, and device fabrication processes are important for nowadays technologies and products. They will gain important knowledge of state-of-the-art technologies from materials and fabrication viewpoints.
Inhalt	Students will spend 3h per week in the tutorials and practical sessions and additional 4-6h per week working on individual projects. The goal of the individual student's project is to understand the chemistry related to the manufacture and operation of a specific device or technology (to be chosen from the list of projects). To ensure continued learning throughout the semester, individual projects are evaluated by three interim project reports and by 10 min final presentation.
Literatur	Lecture notes will be made available on the website.
227-0707-00L	Optimization Methods for Engineers	W	3 KP	2G	J. Smajic
Kurzbeschreibung	Erste Semesterhälfte: Einführung in die wichtigsten Methoden der numerischen Optimierung mit Schwerpunkt auf stochastischen Verfahren wie genetische Algorithmen, evolutionäre Strategien, etc. Zweite Semesterhälfte: Jeder Teilnehmer implementiert ein ausgewähltes Optimierungsverfahren und wendet es auf ein praktisches Problem an.
Lernziel	Numerische Optimierung spielt eine zunehmende Rolle sowohl bei der Entwicklung technischer Produkte als auch bei der Entwicklung numerischer Methoden. Die Studenten sollen lernen, geeignete Verfahren auszuwählen, weiter zu entwickeln und miteinander zu kombinieren um so praktische Probleme effizient zu lösen.
Inhalt	Typische Optimierungsprobleme und deren Tücken werden skizziert. Bekannte deterministische Suchalgorithmen, Verfahren der kombinatorische Minimierung und evolutionäre Algorithmen werden vorgestellt und miteinander verglichen. Da Optimierungsprobleme im Ingenieurbereich oft sehr komplex sind, werden Wege zur Entwicklung neuer, effizienter Verfahren aufgezeigt. Solche Verfahren basieren oft auf einer Verallgemeinerung oder einer Kombination von bekannten Verfahren. Zur Veranschaulichung werden aus dem breiten Anwendungsbereich numerischer Optimierungsverfahren verschiedenartigste praktische Probleme herausgegriffen
Skript	PDF of a short skript (39 pages) plus the view graphs are provided
Voraussetzungen / Besonderes	Vorlesung nur in der 1. Semesterhälfte, Übungen in Form kleiner Projekte in der 2. Semesterhälfte, Präsentation der Resultate in der letzten Semesterwoche.
151-0172-00L	Microsystems II: Devices and Applications	W	6 KP	3V + 3U	C. Hierold, C. I. Roman
Kurzbeschreibung	The students are introduced to the fundamentals and physics of microelectronic devices as well as to microsystems in general (MEMS). They will be able to apply this knowledge for system research and development and to assess and apply principles, concepts and methods from a broad range of technical and scientific disciplines for innovative products.
Lernziel	The students are introduced to the fundamentals and physics of microelectronic devices as well as to microsystems in general (MEMS), basic electronic circuits for sensors, RF-MEMS, chemical microsystems, BioMEMS and microfluidics, magnetic sensors and optical devices, and in particular to the concepts of Nanosystems (focus on carbon nanotubes), based on the respective state-of-research in the field. They will be able to apply this knowledge for system research and development and to assess and apply principles, concepts and methods from a broad range of technical and scientific disciplines for innovative products. During the weekly 3 hour module on Mondays dedicated to Übungen the students will learn the basics of Comsol Multiphysics and utilize this software to simulate MEMS devices to understand their operation more deeply and optimize their designs.
Inhalt	Transducer fundamentals and test structures Pressure sensors and accelerometers Resonators and gyroscopes RF MEMS Acoustic transducers and energy harvesters Thermal transducers and energy harvesters Optical and magnetic transducers Chemical sensors and biosensors, microfluidics and bioMEMS Nanosystem concepts Basic electronic circuits for sensors and microsystems
Skript	Handouts (on-line)
151-0620-00L	Embedded MEMS Lab Number of participants limited to 20.	W	5 KP	3P	C. Hierold, M. Haluska
Kurzbeschreibung	Practical course: Students are introduced to the process steps required for the fabrication of MEMS (Micro Electro Mechanical System) and carry out the fabrication and testing steps in the clean rooms themselves. Additionally, they learn the requirements for working in clean rooms. Processing and characterization will be documented and analyzed in a final report.
Lernziel	Students learn the individual process steps that are required to make a MEMS (Micro Electro Mechanical System). Students carry out the process steps themselves in laboratories and clean rooms. Furthermore, participants become familiar with the special requirements (cleanliness, safety, operation of equipment and handling hazardous chemicals) of working in the clean rooms and laboratories. The entire production, processing, and characterization of the MEMS is documented and evaluated in a final report.
Inhalt	With guidance from a tutor, the individual silicon microsystem process steps that are required for the fabrication of an accelerometer are carried out: - Photolithography, dry etching, wet etching, sacrificial layer etching, various cleaning procedures - Packaging and electrical connection of a MEMS device - Testing and characterization of the MEMS device - Written documentation and evaluation of the entire production, processing and characterization
Skript	A document containing theory, background and practical course content is distributed in the informational meeting.
Literatur	The document provides sufficient information for the participants to successfully participate in the course.
Voraussetzungen / Besonderes	Participating students are required to attend all scheduled lectures and meetings of the course. Participating students are required to provide proof that they have personal accident insurance prior to the start of the laboratory portion of the course. This master's level course is limited to 20 students per semester for safety and efficiency reasons. If there are more than 20 students registered, we regret to restrict access to this course by the following rules: Priority 1: master students of the master's program in "Micro and Nanosystems" Priority 2: master students of the master's program in "Mechanical Engineering" with a specialization in Microsystems and Nanoscale Engineering (MAVT-tutors Profs Dual, Hierold, Koumoutsakos, Nelson, Norris, Poulikakos, Pratsinis, Stemmer), who attended the bachelor course "151-0621-00L Microsystems Technology" successfully. Priority 3: master students, who attended the bachelor course "151-0621-00L Microsystems Technology" successfully. Priority 4: all other students (PhD, bachelor, master) with a background in silicon or microsystems process technology. If there are more students in one of these priority groups than places available, we will decide with respect to (in following order) best achieved grade from 151-0621-00L Microsystems Technology, registration to this practicum at previous semester, and by drawing lots. Students will be notified at the first lecture of the course (introductory lecture) as to whether they are able to participate. The course is offered in autumn and spring semester.

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