Current and Past Projects

Master Projects

• Schneiderbauer, Maximilian, "Metric Entropy Optimality of Continuous-Time RNNs for Learning Dynamical Systems," Fall semester 2023
  Supervisor(s): Thomas Allard
   
• Pan, Yang, "Metric Entropy Limits on Recurrent Neural Network Learning for Lipschitz Fading Memory Systems," Fall semester 2023
  Supervisor(s): Clemens Hutter
   
• Pijoan Comas, Melcior, "Double Descent and the Random Feature Model," Fall semester 2022
  Supervisor(s): Erwin Riegler
   
• Peter, Tobias, "Concentration of Measure Phenomena in Machine Learning," Spring semester 2022
  Supervisor(s): Dennis Elbrächter
   
• Kqiku, Genc, "Double Descent Curves In Machine Learning," Fall semester 2021
  Supervisor(s): Weigutian Ou
   
• Tan, Ningjie, "Learning In Indefinite Spaces," Fall semester 2021
  Supervisor(s): Erwin Riegler
   
• Häberle, Konstantin, "Learning Rate Scheduling for Stochastic Gradient Descent," Spring semester 2021
  Supervisor(s): Thomas Allard
   
• Xie, Yupei, "Phase Transitions in Deep Learning," Fall semester 2020
  Supervisor(s): Erwin Riegler
   
• Schenkel, Philipp, "Bounds on the Covering Number of Deep Neural Networks," Fall semester 2020
  Supervisor(s): Weigutian Ou
   
• Hutter, Clemens, "Fundamental Limits of DNN Learning of Dynamical Systems," Fall semester 2020
  Supervisor(s): Recep Gül
   
• Wang, Guillaume, "Entropy Numbers of Nonlinear Operators," Fall semester 2020
  Supervisor(s): Erwin Riegler
   
• Eberhard, Léandre, "Capabilities of Generative Networks to Represent High-Dimensional Distributions," Spring semester 2020
  Supervisor(s): Dmytro Perekrestenko
   
• Studer, Martin, "A Dynamical Systems Perspective on Deep Neural Networks," Spring semester 2020
  Supervisor(s): Verner Vlačić
   
• Yardim, Ali Batuhan, "Sobolev-Type Approximation Bounds for Neural Networks on Low Dimensional Smooth Manifolds," Spring semester 2020
  Supervisor(s): Weigutian Ou
   
• Kuchelmeister, Felix, "Convolutional Neural Networks: Symmetry, Energy Conservation and Deformation Stability," Fall semester 2019
  Supervisor(s): Helmut Bölcskei, Erwin Riegler
   
• Chen, Yuwen, "Acceleration of Derivative-Free Method: Deterministic and Stochastic Settings," Fall semester 2019
  Supervisor(s): Helmut Bölcskei
   
• Kramer, Robin, "Estimation of Fractal Dimensions," Fall semester 2019
  Supervisor(s): Erwin Riegler
   
• Haymann, Ines, "Complex Analysis and Interpolation for Neural Network Reconstruction," Fall semester 2019
  Supervisor(s): Verner Vlačić
   
• Müller, Stephan, "Representational Capabilities of Generative Networks," Spring semester 2019
  Supervisor(s): Dmytro Perekrestenko
   
• Allard, Thomas, "Theoretical Guarantees for Stochastic Gradient Descent," Spring semester 2019
  Supervisor(s): Verner Vlačić
   
• Faille, Juliette, "Approximation Theoretic Properties of Deep Neural Networks," Fall semester 2018
  Supervisor(s): Recep Gül
   
• Heinzmann, Matthias, "Kolmogorov and Shannon Theories of Compression," Spring semester 2018
  Supervisor(s): Erwin Riegler
   
• Noll, Andreas, "Topology Considerations in Scattering Networks," Fall semester 2017
  Supervisor(s): Thomas Wiatowski
   
• Torfason, Robert, "Towards Image Understanding from Deep Compression without Decoding," Spring semester 2017
  Supervisor(s): Eirikur Agustsson, Michael Tschannen
   
• Mentzer, Fabian, "End-to-End Learned Image Compression Using Deep Neural Networks," Fall semester 2016
  Supervisor(s): Eirikur Agustsson, Michael Tschannen, Lukas Cavigelli
   
• Finaz, Julien, "Kolmogorov Epsilon-Entropy Divergence Rates for Hilbert-Schmidt Operators," Fall semester 2016
  Supervisor(s): Erwin Riegler
   
• Thandiackal, Kevin, "Wavelet-Based Convolutional Neural Networks for Reinforcement Learning," Spring semester 2016
  Supervisor(s): Michael Tschannen, Thomas Wiatowski
   
• Stanić, Aleksandar, "Discrete Generalized Scattering Transform," Spring semester 2015
  Supervisor(s): Thomas Wiatowski
   
• Dünner, Celestine, "Performance Analysis of Spectral Clustering with Application to Subspace Clustering," Fall semester 2014
  Supervisor(s): Michael Tschannen, Reinhard Heckel
   
• Walti, Thomas, "Dictionary Learning," Spring semester 2014
  Supervisor(s): Céline Aubel
   
• Agustsson, Eirikur, "Robust Recovery for Almost Lossless Signal Separation," Fall semester 2013
  Supervisor(s): David Stotz
   
• Chenot, Cécile, "Line Spectral Estimation Using Atomic Norm Minimization," Fall semester 2013
  Supervisor(s): Céline Aubel, Reinhard Heckel
   
• Cavigelli, Lukas, "Invariant Scattering Convolution Networks," Fall semester 2013
  Supervisor(s): Thomas Wiatowski, Céline Aubel
   
• Tschannen, Michael, "Dimensionality Reduction for Sparse Subspace Clustering," Fall semester 2013
  Supervisor(s): Reinhard Heckel
   
• Märkle-Huß, Joscha, "Compressed Sensing Methods Applied to an Acoustic Radar," Spring semester 2012
  Supervisor(s): Graeme Pope, Patrick Mächler
  co-advising with IIS, principal adviser P. Mächler (IIS)
   
• Pappalardo, Irene, "Identification of Wireless Channels," Fall semester 2011
  Supervisor(s): Reinhard Heckel
   
• Christen, Simon, "Analysis of Mass-Spectrometry Data," Fall semester 2011
  Supervisor(s): Graeme Pope, Veniamin Morgenshtern
   
• Schläpfer, Simon, "Compressed Sensing Based Multi-Touch Sensor," Spring semester 2011
  Supervisor(s): Michael Lerjen, Graeme Pope
   
• Aubel, Céline, "Deterministic Results for Split Analysis," Fall semester 2010
  Supervisor(s): Graeme Pope, Christoph Studer
   
• Baumann, Manuel, "Real-Time Video Surveillance Using Compressed Sensing and GPUs," Fall semester 2010
  Supervisor(s): Graeme Pope, Christoph Studer, Giuseppe Durisi
   
• Loeliger, Philippe, "Time and Frequency Synchronization in the Relaying Testbed," Fall semester 2009
  Supervisor(s): Michael Lerjen, Giuseppe Durisi
   
• Nair, Ragesh, "Implementation of an FPGA-Based Flexible Relaying Node," Fall semester 2009
  Supervisor(s): Michael Lerjen
   
• Tschiatschek, Sebastian, "Model-Based Compressed Sensing," Spring semester 2009
  Supervisor(s): Patrick Kuppinger, Graeme Pope
   
• Matter, Daniel, "Relaying Testbed Implementation and Evaluation," Spring semester 2009
  Supervisor(s): Giuseppe Durisi, Michael Lerjen
   
• Fateh, Schekeb, "VLSI Implementation of Soft-Input Soft-Output MMSE Parallel Interference Cancellation," Spring semester 2009
  Supervisor(s): Christoph Studer, Dominik Seethaler
  this work was carried out in collaboration with IIS (adviser C. Studer)
   
• Rüegg, Christoph, "VLSI Architectures for QR Interpolation," Spring semester 2008
  Supervisor(s): Peter Lüthi, Davide Cescato, Christoph Studer
   
• Ziegler, Markus, "Phase Error Tracking and Compensation for Packet-Based MIMO-OFDM Systems," Fall semester 2008
  Supervisor(s): Ulrich Schuster, Moritz Borgmann
   
• Nikiforov, Gueorgui, "Frame Theory and Quantum Mechanics," Summer semester 2007
  Supervisor(s): Patrick Kuppinger
   
• Burri, Martin, "IEEE 802.11 Multi-User MAC framework," Summer semester 2007
  Supervisor(s): Michael Lerjen, Peter Lüthi, Daniel Baum
   
• Greisen, Pierre, "Flexible Digital Emulator for a Wireless 4x4 MIMO Channel," Winter semester 2006/2007
  Supervisor(s): Michael Lerjen, Andreas Burg, Daniel Baum
   
• Bühler, Flurin; Casty, Michael, "Wideband 4x4 MIMO RF Frontend with Digital Interface," Summer semester 2006
  Supervisor(s): Daniel Baum
  co-advising with IIS, principal adviser D. Perels (IIS)
   
• Verdickt, Jeroen, "Channel Measurements and Code Design for MIMO Fading Multiple-Access Channels," Summer semester 2006
  Supervisor(s): Markus Gärtner, Daniel Baum
   
• Xu, Wenjie, "Transmission Schemes for an IEEE 802.11n MIMO-OFDM WLAN System with Channel State Information at the Transmitter," Summer semester 2006
  Supervisor(s): Jatin Thukral, Daniel Baum, Moritz Borgmann
   
• Parmaksiz, Musa, "Uncertainty, Resolution, and Ambiguity in Wideband Multiantenna Radar," Winter semester 2005/2006
  Supervisor(s): Ulrich Schuster
   
• Haid, Wolfgang, "Algorithms for Parameter Estimation for MIMO-OFDM," Winter semester 2005/2006
  Supervisor(s): Daniel Baum
  co-advising with IIS, principal adviser D. Perels (IIS)
   
• Poncioni, Frédéric; Wildbolz, Pascal, "Wideband 4x4 MIMO RF Frontend with Digital Interface," Winter semester 2005/2006
  Supervisor(s): Daniel Baum
  co-adviser David Perels (IIS)
   
• McCanny, Damian, "Impact of Ultra-Wideband Interference in Cellular Networks," Winter semester 2005/2006
  Supervisor(s): Ulrich Schuster
   
• Studer, Christoph, "Sphere Decoding with Resource Constraints," Summer semester 2005
  Supervisor(s): Moritz Borgmann
  Thesis project carried out at Stanford University, CA, with Prof. A. Paulraj. Local adviser at Stanford Harold Artés, co-adviser at ETH Andreas Burg (IIS)
   
• Schaller, Philippe, "Implementation Issues of Hybrid Soft-/Hardware MIMO-OFDM MAC," Summer semester 2005
  Supervisor(s): Daniel Baum
  co-adviser David Perels (IIS)
   
• Fang, Kun, "Layered Coding for the Multiple Antenna Broadcast Channel," Winter semester 2004/2005
  Supervisor(s): Ateet Kapur
   
• Simon, Claude, "An Information-Theoretic Evaluation of Soft-Output MIMO Demappers," Winter semester 2004/2005
  Supervisor(s): Moritz Borgmann
  co-adviser Andreas Burg (IIS)
   
• Thukral, Jatin, "On Optimal Resource Allocation in Gaussian Broadcast Channels employing CDMA Signaling," Winter semester 2004/2005
  Supervisor(s): Ateet Kapur
   
• Morgenshtern, Veniamin I., "Capacity Scaling in Large Wireless Networks," Winter semester 2003/2004
  Supervisor(s): Helmut Bölcskei
  visiting from St. Petersburg State University, Russia
   
• Chicherio, Marco, "Implementation of a Soft Viterbi Decoder and Metric Computation Unit for Bit-Interleaved Coded Modulation," Winter semester 2003/2004
  Supervisor(s): Moritz Borgmann, Daniel Baum
  co-adviser Simon Häne (IIS)
   
• Williams, Ian, "CDMA-Based Transmission Protocols for Fading Relay Channels," Summer semester 2003
  Supervisor(s): Felix Kneubühler
  visiting from University of Edinburgh
   
• Gauckler, Michael; Polasek, Martin; Velasquez Santi, Carlos, "Integrated FPGA Rapid Prototyping Environment," Winter semester 2002/2003
  Supervisor(s): Daniel Baum, Moritz Borgmann
  co-advising with IIS, principal adviser S. Häne (IIS)
   
• Trösch, Florian, "Performance of MIMO-OFDM Transmit Diversity Schemes," Winter semester 2002/2003
  Supervisor(s): Moritz Borgmann
   

Semester Projects

• Giorgis, Giovanni Michele, "Approximation rates of transformer networks," Spring semester 2024
  Supervisor(s): Clemens Hutter
   
• Geusen, Jakob, "On the Statistical Distribution of Scattering Networks," Spring semester 2023
  Supervisor(s): Konstantin Häberle
   
• Schneiderbauer, Maximilian, "On the Metric Entropy of Dynamical Systems," Spring semester 2023
  Supervisor(s): Thomas Allard
   
• Wang, Ruizhe, "Robust Neural Networks with Defect Detection for Supersonic Trajectory Estimation using Microphone Arrays of Varying Geometries," Spring semester 2023
  Supervisor(s): Michael Lerjen
   
• Neeser, Joel, "The "Logic" behind Neural Networks," Fall semester 2022
  Supervisor(s): Valentin Abadie
   
• Vezin, Lomàn, "Complexity Of Shallow Neural Networks," Fall semester 2022
  Supervisor(s): Weigutian Ou
   
• Bühler, Alex, "Metric Entropy and Small Ball Probabilities in Abstract Wiener Spaces," Fall semester 2022
  Supervisor(s): Erwin Riegler
   
• Serres, Arthur, "On the Neural Tangent Kernel," Fall semester 2022
  Supervisor(s): Dennis Elbrächter
   
• Waber, Jivan, "Metric Entropy of Pseudodifferential Operators," Fall semester 2022
  Supervisor(s): Thomas Allard
   
• Wegel, Tobias, "High-probability Risk Bounds for Regression of Hölder Functions with Neural Networks," Fall semester 2022
  Supervisor(s): Weigutian Ou
   
• Wolf, Patrik, "Classification Capacity of Scattering Networks," Fall semester 2022
  Supervisor(s): Erwin Riegler
   
• Pan, Yang, "Metric-Entropy-Optimal RNN for Lipschitz Fading Memory System," Fall semester 2022
  Supervisor(s): Clemens Hutter
   
• Stutz, Alexander, "Neural Collapse," Spring semester 2022
  Supervisor(s): Weigutian Ou
   
• Bonnet, Lilian, "Double Descent Phenomena in Machine Learning," Spring semester 2022
  Supervisor(s): Dennis Elbrächter
   
• Druenne, Hugo, "Approximation of Dynamical Systems by Recurrent Neural Networks," Spring semester 2022
  Supervisor(s): Thomas Allard
   
• Tombak, Güney , "Noise in Stochastic Gradient Descent with respect to Expected Loss," Fall semester 2021
  Supervisor(s): Thomas Allard
   
• Ayari, Rayen, "On the News Categorization," Fall semester 2021
  Supervisor(s): Thomas Allard
   
• Milanta, Marco, "Degeneration Phenomenon for Quantized Neural Networks," Spring semester 2021
  Supervisor(s): Weigutian Ou
   
• Stojanovic, Stefan, "Nonidentifiability in Neural Networks," Spring semester 2021
  Supervisor(s): Erwin Riegler
   
• Nairi, Emir, "Approximation Classes of Neural Networks and Applications to Kolmogorov PDEs," Spring semester 2021
  Supervisor(s): Diyora Salimova
   
• Ray, Siddhant, "Attentive Neural Networks for News Classification," Spring semester 2021
  Supervisor(s): Dmytro Perekrestenko
   
• Wang, Rui, "Acoustic Sensing and Trajectory Estimation of Objects Flying at Supersonic Speed," Spring semester 2021
  Supervisor(s): Michael Lerjen
   
• Baggenstos, Jonas, "Approximation Properties of Residual Networks for Kolmogorov PDEs," Spring semester 2021
  Supervisor(s): Diyora Salimova
   
• Hutter, Clemens, "Learning Dynamical Systems With Recurrent Neural Networks," Spring semester 2020
  Supervisor(s): Recep Gül
   
• Häberle, Konstantin, "Random Perturbations Theory for Stochastic Gradient Descent," Spring semester 2020
  Supervisor(s): Thomas Allard
   
• Zhan, Qipeng, "Fundamental Limits of Distribution Approximation through Deep Generative Networks," Spring semester 2020
  Supervisor(s): Dmytro Perekrestenko
   
• Clarysse, Jacob, "On Parameters of the Expressivity of Neural Networks," Spring semester 2020
  Supervisor(s): Thomas Allard
   
• Schenkel, Philipp, "Recurrent Neural Networks for Oenological Review Generation," Fall semester 2019
  Supervisor(s): Dmytro Perekrestenko
   
• Rade, Rahul, "Recreation of arXiv Citation Graph Using Recurrent Neural Networks," Fall semester 2019
  Supervisor(s): Dmytro Perekrestenko, Michael Lerjen
   
• Stehli, Jonas, "Benefits of Depth in Deep Neural Networks," Spring semester 2019
  Supervisor(s): Recep Gül
   
• Shen, Cheng, "Minima of Optimization Landscapes for Overparametrized Deep Learning Models," Fall semester 2019
  Supervisor(s): Verner Vlačić
   
• Ou, Weigutian, "Minimax Risk Dimension," Spring semester 2019
  Supervisor(s): Erwin Riegler, Helmut Bölcskei
   
• Cid Ornelas, Gustavo, "Multimodal Emotion Recognition Using Lexical-Acoustic Language Descriptions," Spring semester 2019
  Supervisor(s): Dmytro Perekrestenko
   
• Yardim, Ali Batuhan, "Learned Priors for Variational Autoencoders," Spring semester 2019
  Supervisor(s): Michael Tschannen
   
• Sarbach, Adrian, "Wireless Intra-Rocket Link (ARIS Project)," Spring semester 2019
  Supervisor(s): Michael Lerjen
   
• Allard, Thomas, "Reconstructing a Neural Network from its Output," Fall semester 2018
  Supervisor(s): Verner Vlačić
   
• Hamdan, Sami, "Grounded Language Learning of Visual-Lexical Color Descriptions," Fall semester 2018
  Supervisor(s): Dmytro Perekrestenko
   
• Gruening, Simon, "Numerical Experiments on Deep Neural Network Function Approximation," Fall semester 2018
  Supervisor(s): Dmytro Perekrestenko
   
• Kaya, Berk, "Representation Learning and Speech Compression Using Distribution-Preserving Lossy Compression," Fall semester 2018
  Supervisor(s): Michael Tschannen
   
• Pruvost, Yoann, "Implementation of an RF Channel Emulator," Spring semester 2018
  Supervisor(s): Michael Lerjen
   
• Sridmar, Gautam, "Optimal Approximation with ReLU Neural Networks," Spring semester 2018
  Supervisor(s): Dmytro Perekrestenko
   
• Faille, Juliette, "Sufficient Conditions for Full Degrees of Freedom in Compound Interference Channels," Spring semester 2018
  Supervisor(s): Recep Gül
   
• Montazeri, Kristófer, "Efficient Neural Networks for Keyword Spotting," Spring semester 2018
  Supervisor(s): Michael Tschannen, Dmytro Perekrestenko
   
• Donhauser, Konstantin, "Learning Ensembles of Neural Networks in Function Space," Spring semester 2018
  Supervisor(s): Michael Tschannen
   
• Stano, Jakub, "Implementation of an RF Channel Emulator," Fall semester 2017
  Supervisor(s): Michael Lerjen
   
• Ruffiner, Yannick, "Convolutional Recurrent Neural Networks for Electrocardiogram Classification," Fall semester 2017
  Supervisor(s): Dmytro Perekrestenko, Michael Tschannen
   
• Giacomuzzi, Sandro, "Rate of Energy Decay in Deep Convolutional Neural Networks," Fall semester 2017
  Supervisor(s): Thomas Wiatowski
   
• Resende Barros, Vesna, "Randomized Projections for Improved Sensing and Imaging in Positron Emission Tomography," Spring semester 2017
  Supervisor(s): Helmut Bölcskei
   
• Büsser, Joel, "Implementation of an RF Channel Emulator," Spring semester 2017
  Supervisor(s): Michael Lerjen
   
• Laumer, Fabian, "Convolutional Recurrent Neural Networks for Heart Sound Segmentation," Spring semester 2017
  Supervisor(s): Michael Tschannen, Dmytro Perekrestenko
   
• Zihlmann, Martin, "A Convolutional Recurrent Neural Network for Atrial Fibrillation Detection in Single Lead ECGs," Spring semester 2017
  Supervisor(s): Michael Tschannen, Dmytro Perekrestenko
   
• Jetzer, Sarah, "Scene Labeling Using Deep Structured Features," Spring semester 2017
  Supervisor(s): Lukas Cavigelli, Michael Tschannen
   
• Belkhayat, Kamil, "Statistical Arbitrage: Systematic Equity Pairs Trading," Spring semester 2017
  Supervisor(s): Thomas Wiatowski
   
• Stoller, Cyril, "Digital RF Channel Emulator," Fall semester 2016
  Supervisor(s): Michael Lerjen, Céline Aubel
   
• Vandroux, Lucas, "Recommender System Based on Aesthetic Preference Models," Fall semester 2016
  Supervisor(s): Michael Tschannen
   
• Mentzer, Fabian, "Scene Labeling Using Deep Structured Features," Spring semester 2016
  Supervisor(s): Michael Tschannen, Lukas Cavigelli, Thomas Wiatowski, Michael Lerjen
   
• Kühne, Jonas, "Scattering Networks for Scene Labeling," Fall semester 2015
  Supervisor(s): Michael Tschannen, Lukas Cavigelli, Thomas Wiatowski, Michael Lerjen
   
• Vultier, Fabien, "Hardware Design Tradeoffs for Subspace Clustering Algorithms," Fall semester 2015
  Supervisor(s): Michael Tschannen, Michael Lerjen
   
• Finaz, Julien, "Performance Analysis of the Matrix Enhancement and Matrix Pencil Method," Fall semester 2015
  Supervisor(s): Céline Aubel
   
• Authier, Léonard, "Implementation of a Compressive Sensing Radar Architecture," Fall semester 2015
  Supervisor(s): Michael Lerjen, Céline Aubel
   
• Geiger, Christian, "Feature Importance of Scattering Coefficients in Facial Landmark Detection," Fall semester 2015
  Supervisor(s): Michael Tschannen, Thomas Wiatowski
   
• Thandiackal, Kevin, "Scattering Networks with Haar Wavelets," Spring semester 2015
  Supervisor(s): Thomas Wiatowski
   
• Scheidegger, Florian, "Hardware Design Tradeoffs for Subspace Clustering Algorithms," Spring semester 2015
  Supervisor(s): Michael Tschannen, Michael Lerjen
   
• Mahgoub, Aya, "Hardware Setup for Compressive Sensing System Identification," Fall semester 2014
  Supervisor(s): Michael Lerjen, Céline Aubel
   
• Marti, Fabio, "Meshfree Approximation of High-Dimensional Data," Fall semester 2013
  Supervisor(s): Thomas Wiatowski
   
• Stanić, Aleksandar, "Uncertainty Relations and Signal Recovery," Fall semester 2013
  Supervisor(s): Helmut Bölcskei
   
• Negulescu, George, "Limiting Characterization of ICs with Finite Memory," Fall semester 2013
  Supervisor(s): David Stotz
   
• Agustsson, Eirikur, "Subspace Clustering via Spectral Clustering," Spring semester 2013
  Supervisor(s): Reinhard Heckel
   
• Chenot, Cécile, "Super-Resolution," Spring semester 2013
  Supervisor(s): Céline Aubel
   
• Brun, Noé, "Portation and SoC Implementation of Multi-Touch Controller Firmware on Spartan-6 FPGA," Spring semester 2013
  Supervisor(s): Michael Lerjen
   
• Lam, Yawhuei; Xu, Ouwen, "PCB Redesign for Compressed Sensing Based Multi-Touch Sensor," Fall semester 2012
  Supervisor(s): Michael Lerjen
   
• Özkan, Ece, "Comparison of Signal Separation Algorithms," Fall semester 2012
  Supervisor(s): Céline Aubel, Graeme Pope
   
• Padmanabhan, Manoj, "Blind Source Separation," Fall semester 2012
  Supervisor(s): Céline Aubel, Graeme Pope
   
• Schoch, Adrian, "FPGA Implementation of Compressed Sensing Based Multi-Touch Algorithm," Fall semester 2012
  Supervisor(s): Michael Lerjen, Graeme Pope
   
• Müllener, Steven; Walti, Thomas, "Compressed Sensing Based Multi-Touch Sensor Implementation," Spring semester 2012
  Supervisor(s): Michael Lerjen, Graeme Pope
   
• Agianniotis, Nikolaos, "FPGA Controller Design for Compressed Sensing Based Multi-Touch Sensor Board," Spring semester 2012
  Supervisor(s): Michael Lerjen, Patrick Mächler
   
• Cavigelli, Lukas; Hager, Pascal, "Implementing the AMP Algorithm on a GPU," Spring semester 2012
  Supervisor(s): Graeme Pope, Céline Aubel
   
• Stadelmann, Daniel, "FPGA Controller for Compressed Sensing Based Multi-Touch Sensor," Fall semester 2011
  Supervisor(s): Michael Lerjen
   
• Vogel, Pirmin, "Structure in Sparse Recovery Problems," Fall semester 2011
  Supervisor(s): Reinhard Heckel, Graeme Pope
   
• With, Oliver, "Channel Estimation and Compensation for Wireless Relaying," Fall semester 2011
  Supervisor(s): Michael Lerjen, Veniamin Morgenshtern
   
• Bieri, Michael, "Acoustic Radar," Fall semester 2011
  Supervisor(s): Graeme Pope
  co-advising with IIS, principal adviser P. Mächler (IIS)
   
• Sutter, David, "Kashin Representations," Spring semester 2011
  Supervisor(s): Graeme Pope, Reinhard Heckel
   
• Pargaetzi, Enrico, "Implementation of Hardware Extensions for Synchronization in the Relaying Testbed," Fall semester 2010
  Supervisor(s): Michael Lerjen, Veniamin Morgenshtern
   
• Hauzenberger, Georg, "Embedded Linux OS for a MIMO Communication System," Fall semester 2010
  Supervisor(s): Michael Lerjen
   
• Bracher, Annina, "Probabilistic Recovery Guarantees for Sparsely Corrupted Signals," Fall semester 2010
  Supervisor(s): Graeme Pope, Christoph Studer
   
• Da Conceição Barata, Filipe; Romer, Andreas, "Super-Resolution for Audio Signals," Fall semester 2010
  Supervisor(s): Graeme Pope, Christoph Studer
   
• Widmer, Johannes, "Object Tracking with Compressed Sensing," Fall semester 2010
  Supervisor(s): Graeme Pope, Christoph Studer
   
• Lufang, Gao, "Compressed Sensing Trackpad," Spring semester 2010
  Supervisor(s): Graeme Pope, Giuseppe Durisi, Christoph Studer
   
• Christen, Simon, "Dictionary Learning for Super-Resolution," Spring semester 2010
  Supervisor(s): Christoph Studer, Graeme Pope
   
• Sturzenegger, Silvan, "Message Passing Algorithms for Compressed Sensing," Spring semester 2010
  Supervisor(s): Graeme Pope, Christoph Studer
   
• Kaufmann, Dinu, "Evaluation of RF Testbed Frontends," Spring semester 2010
  Supervisor(s): Michael Lerjen
   
• Aubel, Céline, "Compressed Sensing Image Recovery Based on Statistical Models," Spring semester 2010
  Supervisor(s): Graeme Pope, Christoph Studer, Patrick Kuppinger
   
• Schläpfer, Simon, "The Marriage of GPUs and Compressed Sensing," Fall semester 2009
  Supervisor(s): Graeme Pope, Christoph Studer, Giuseppe Durisi
   
• Laich, Thomas, "Matrix Completion," Fall semester 2009
  Supervisor(s): Giuseppe Durisi, Graeme Pope, Christoph Studer
   
• Bunte, Christoph, "Structured Measurements for Compressed Sensing," Fall semester 2009
  Supervisor(s): Giuseppe Durisi, Patrick Kuppinger, Graeme Pope
   
• Gautschi, Michi; Muaremi, Amir; Bunjaku, Petrit, "Reconstruction Algorithms for Compressed Sensing," Fall semester 2009
  Supervisor(s): Giuseppe Durisi, Patrick Kuppinger, Christoph Studer
   
• Gospodinov, Filip, "Embedded Linux OS for a Communication System," Fall semester 2009
  Supervisor(s): Michael Lerjen
   
• Belfanti, Sandro, "Capacity Bounds for Pilot-Assisted Schemes," Spring semester 2009
  Supervisor(s): Giuseppe Durisi
   
• Mehmann, Andreas, "Relaying Testbed Impairments," Spring semester 2009
  Supervisor(s): Michael Lerjen
   
• Preyss, Nicholas, "RF-Transceiver for the MIMO-OFDM-Testbed," Spring semester 2009
  Supervisor(s): Michael Lerjen
   
• Müller, Andreas, "DAB Receiver," Spring semester 2008
  Supervisor(s): Michael Lerjen
   
• Bozyigit, Deniz, "Quantum Error Correction," Spring semester 2008
  Supervisor(s): Patrick Kuppinger
   
• Altorfer, Sebastian, "Bounds on the Capacity Region of a Noncoherent Multiple Access Channel," Fall semester 2007
  Supervisor(s): Giuseppe Durisi
   
• Loeliger, Philippe, "Minimum Mean-Squared Error Channel Estimators for Pilot-Assisted Wireless Transmission," Fall semester 2007
  Supervisor(s): Giuseppe Durisi
   
• Trifunovic, Sacha, "Flexible MIMO Testbed Demonstrator Implementation," Fall semester 2007
  Supervisor(s): Michael Lerjen
   
• Müller, Marc, "Embedded Linux OS for a MIMO Communication System," Fall semester 2007
  Supervisor(s): Michael Lerjen
   
• Bubenhofer, Andreas, "Multi-Channel MAC Packet-Flow Visualizer," Summer semester 2007
  Supervisor(s): Peter Lüthi, Michael Lerjen
   
• Kaplan, Salih, "Capacity of MIMO UWB Systems under Peak Constraints," Summer semester 2007
  Supervisor(s): Giuseppe Durisi, Ulrich Schuster
   
• Agbomemewa, Gino; Gendotti, Pietro, "Matrix Preprocessing for MIMO-OFDM on the SOL Processor," Summer semester 2007
  Supervisor(s): Davide Cescato
  co-advising with IIS, principal adviser S. Eberli (IIS)
   
• Mächler, Patrick, "Space Time Block Code Testbed-Implementation," Summer semester 2007
  Supervisor(s): Michael Lerjen
  co-advising with IIS, principal advisers M. Wenk and A. Burg (IIS)
   
• Dreher, Frederic, "Embedded MIMO System with Linux OS," Summer semester 2007
  Supervisor(s): Michael Lerjen
   
• Sonnenmoser, Jonas, "A Simulation Environment for Linear Time-Varying Channels," Winter semester 2006/2007
  Supervisor(s): Ulrich Schuster, Giuseppe Durisi
   
• Venkatesan, Vinodh, "Level of Cooperation Required in a 2-Source 2-Destination Network to Achieve Full Multiplexing Gain," Winter semester 2006/2007
  Supervisor(s): Jatin Thukral
   
• Bruderer, Lukas, "Rate Adaptation in IEEE 802.11n MIMO-OFDM WLAN Systems with Perfect Channel State Information," Winter semester 2006/2007
  Supervisor(s): Moritz Borgmann, Daniel Baum
   
• Curcic, Srdjan, "Lower Bounds for Capacity Region of Two Transmit Antenna Broadcast Channel," Summer semester 2006
  Supervisor(s): Jatin Thukral
   
• Nikiforov, Georgi, "Scattering Function Estimation from Dynamic UWB Channel Measurements," Summer semester 2006
  Supervisor(s): Ulrich Schuster, Giuseppe Durisi
   
• Bänziger, Peter, "Comparison of Single-User and Multi-User Transmission in Frequency Selective Broadcast Channels with Partial CSIT," Summer semester 2006
  Supervisor(s): Jatin Thukral
   
• Böcherer, Georg, "Synchronization and Capacity in Ultrawideband Radio Systems," Summer semester 2006
  Supervisor(s): Ulrich Schuster, Markus Gärtner
   
• Baur, Rafael; Güttinger, Johannes, "Interpolation-Based QR Decomposition in MIMO-OFDM Systems," Winter semester 2005/2006
  Supervisor(s): Davide Cescato
  co-advising with IIS, principal adviser S. Häne (IIS)
   
• Scheiner, David, "High-Performance IP-Connectivity for a MIMO-OFDM Communication System," Summer semester 2005
  Supervisor(s): Daniel Baum
  co-adviser David Perels (IIS)
   
• Haid, Wolfgang, "MIMO-OFDM Frequency Offset Estimation," Summer semester 2005
  Supervisor(s): Daniel Baum
  co-advising with IIS, principal adviser D. Perels (IIS)
   
• Xu, Wenjie, "Hypothesis Rejection for Noncoherent CDMA Systems," Winter semester 2004/2005
  Supervisor(s): Ateet Kapur
   
• Haid, Wolfgang; Ludwig, Stefan, "High-Performance NDIS Miniport Driver for a MIMO Communication System," Winter semester 2004/2005
  Supervisor(s): Daniel Baum
  co-adviser David Perels (IIS)
   
• Novak, Clemens, "Channel Tracking for MIMO-OFDM Systems," Winter semester 2004/2005
  Supervisor(s): Moritz Borgmann, Daniel Baum
  co-adviser Simon Häne (IIS)
   
• Fang, Kun, "AGC for a MIMO-OFDM Testbed," Summer semester 2004
  Supervisor(s): Daniel Baum, Moritz Borgmann
  co-advising with IIS, principal adviser D. Perels (IIS)
   
• Studer, Christoph, "Design and Analysis of Space-Frequency Codes for Channels with Random Tap Delays," Summer semester 2004
  Supervisor(s): Markus Gärtner
   
• Maheshwari, Vaibhav, "Implementation of Pilot-Aided Channel Tracking in an OFDM Communication System," Winter semester 2003/2004
  Supervisor(s): Daniel Baum, Moritz Borgmann
  co-adviser Andreas Burg (IIS)
   
• Fang, Kun, "Characterization of a Dual Superheterodyne RF Frontend for a 2.4 and 5.5 GHz OFDM System," Winter semester 2003/2004
  Supervisor(s): Daniel Baum
  co-adviser D. Perels (IIS)
   
• Simon, Claude, "Performance Tradeoffs in the Implementation of the Sphere Decoding Algorithm for MIMO Wireless Communications," Winter semester 2003/2004
  Supervisor(s): Moritz Borgmann
   
• Lombriser, Clemens; Spörri, Carl, "Viterbi Decoder for Wireless LAN," Winter semester 2003/2004
  Supervisor(s): Moritz Borgmann
  co-advising with IIS, principal advisers S. Häne and A. Burg (IIS)
   
• Kühne, Thomas, "Impact of Fixed-Point Effects on the Performance of a Soft-Input Viterbi Decoder," Winter semester 2002/2003
  Supervisor(s): Moritz Borgmann, Daniel Baum
   
• Müller, Peter, "Measurements of Wideband MIMO Wireless Channels in Indoor Environments," Winter semester 2002/2003
  Supervisor(s): Daniel Baum, Jan Hansen
   
• Elias, Björn, "Frequency and Time Synchronization for IEEE 802.11a WLAN Systems," Summer semester 2002
  Supervisor(s): Moritz Borgmann
   

Bachelor Projects

• Bührer, Simon, "ClassFormer: Transformers for Multivariate Time Series Classification," Fall semester 2023
  Supervisor(s): Clemens Hutter
   
• Wittke, Lennart, "Multivariate Time-Series Classification with Shape-Based Interpretability," Spring semester 2023
  Supervisor(s): Ines Haymann
   
• Kressig, Benjamin, "A Comparative Analysis of Graph Neural Networks for Interpretable Multivariate Time Series Classification," Spring semester 2023
  Supervisor(s): Ines Haymann
   
• Hultberg, Bror, "On Kolmogorov Complexity of Beta-Expansion," Fall semester 2022
  Supervisor(s): Valentin Abadie
   
• Gutjahr, Sven, "Automatic Synopsis Generation from Amendment Proposals for German Law," Spring semester 2022
  Supervisor(s): Clemens Hutter
   
• Lahmann, Pablo, "Stability of Simple Neural Network Architectures," Fall semester 2021
  Supervisor(s): Thomas Allard
   
• Menet, Nicolas, "Metric Entropy Optimal Identification of Discrete-Time Linear Time-Varying Systems," Fall semester 2021
  Supervisor(s): Clemens Hutter
   
• Wolf, Patrik, "On the Capabilities of Multilayer Perceptrons," Spring semester 2021
  Supervisor(s): Erwin Riegler
   
• Iliadis, Afroditi, "SGD Learns Over-parametrized Networks that Provably Generalize on Linearly Separable Data," Spring semester 2021
  Supervisor(s): Thomas Allard
   
• Kuppinger, Patrick, "Design of Interpolation Filters for Efficient MIMO-OFDM Channel Inversion," Summer semester 2005
  Supervisor(s): Moritz Borgmann, Davide Cescato