Hans-Andrea Loeliger

Tobias Geyer

IEEE Trans. Control. Syst. Technol., March, 2024

Design and Analysis of the Leapfrog Control-Bounded A/D Converter.

[BibT_eX]

[DOI]

IEEE Trans. Very Large Scale Integr. Syst., January, 2024

Continuous-Time Neural Networks Can Stably Memorize Random Spike Trains.

[BibT_eX]

[DOI]

Hugo Aguettaz

CoRR, 2024

Backward Filtering Forward Deciding in Linear Non-Gaussian State Space Models.

[BibT_eX]

[DOI]

Yun-Peng Li

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

The Partial-Inverse Approach to Linearized Polynomials and Gabidulin Codes With Applications to Network Coding.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, June, 2023

Model-Predictive Control with New NUV Priors.

[BibT_eX]

[DOI]

CoRR, 2023

On NUP Priors and Gaussian Message Passing.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023

2022

Smoothed-NUV Priors for Imaging.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Control-Bounded Analog-to-Digital Conversion.

[BibT_eX]

[DOI]

Georg Wilckens

Circuits Syst. Signal Process., 2022

Calibrating Control-Bounded ADCs.

[BibT_eX]

[DOI]

CoRR, 2022

High-level Comparison of Control-Bounded A/D Converters and Continuous- Time Sigma-Delta Modulators.

[BibT_eX]

[DOI]

Proceedings of the IEEE Nordic Circuits and Systems Conference, NorCAS 2022, Oslo, 2022

2021

Half-Space and Box Constraints as NUV Priors: First Results.

[BibT_eX]

[DOI]

CoRR, 2021

Multiuser MIMO Detection With Composite NUV Priors.

[BibT_eX]

[DOI]

Gian Marti

Proceedings of the 11th International Symposium on Topics in Coding, 2021

Real-Time Interaural Time Delay Estimation via Onset Detection.

[BibT_eX]

[DOI]

Elizabeth Ren

Gustavo Cid Ornelas

Proceedings of the IEEE International Conference on Acoustics, 2021

Binary Control and Digital-to-Analog Conversion Using Composite NUV Priors and Iterative Gaussian Message Passing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Why Maximum-A-Posteriori Blind Image Deblurring Works After All.

[BibT_eX]

[DOI]

Gian Marti

Proceedings of the 29th European Signal Processing Conference, 2021

2020

Quantum Measurement as Marginalization and Nested Quantum Systems.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2020

Model-Based Separation, Detection, and Classification of Eye Movements.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2020

Online Memorization of Random Firing Sequences by a Recurrent Neural Network.

[BibT_eX]

[DOI]

Patrick Murer

Proceedings of the IEEE International Symposium on Information Theory, 2020

Analog-to-Digital Conversion using Self-Averaging Analog Hadamard Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Multi-Image Blind Deblurring Using a Smoothed NUV Prior and Iteratively Reweighted Coordinate Descent.

[BibT_eX]

[DOI]

Jelena Trisovic

Proceedings of the IEEE International Conference on Image Processing, 2020

Signal Analysis Using Local Polynomial Approximations.

[BibT_eX]

[DOI]

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Context by Proxy: Identifying Contextual Anomalies Using an Output Proxy.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Decoding Gabidulin Codes via Partial Inverses of Linearized Polynomials.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2019

Exact Discrete-time Realizations of the Gammatone Filter.

[BibT_eX]

[DOI]

Elizabeth Ren

Proceedings of the IEEE International Conference on Acoustics, 2019

State Space Models with Dynamical and Sparse Variances, and Inference by EM Message Passing.

[BibT_eX]

[DOI]

Federico Wadehn

Thilo Weber

Proceedings of the 27th European Signal Processing Conference, 2019

2018

Windowed State-Space Filters for Signal Detection and Separation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2018

Simultaneous Partial Inverses and Decoding Interleaved Reed-Solomon Codes.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2018

Estimation of the Cardiac Field in the Esophagus Using a Multipolar Esophageal Catheter.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Circuits Syst., 2018

Factor Graphs with NUV Priors and Iteratively Reweighted Descent for Sparse Least Squares and More.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Symposium on Turbo Codes & Iterative Information Processing, 2018

A Multi-Resolution Approach to Complexity Reduction in Tomographic Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Estimation of Neural Inputs and Detection of Saccades and Smooth Pursuit Eye Movements by Sparse Bayesian Learning.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017

Factor Graphs for Quantum Probabilities.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2017

Color image segmentation using iterative edge cutting, NUV-EM, and Gaussian message passing.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Autonomous state space models for recursive signal estimation beyond least squares.

[BibT_eX]

[DOI]

Reto A. Wildhaber

Proceedings of the 25th European Signal Processing Conference, 2017

Unsupervised feature extraction, signal labeling, and blind signal separation in a state space world.

[BibT_eX]

[DOI]

Proceedings of the 25th European Signal Processing Conference, 2017

2016

Partial Inverses mod $m(x)$ and Reverse Berlekamp-Massey Decoding.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2016

On sparsity by NUV-EM, Gaussian message passing, and Kalman smoothing.

[BibT_eX]

[DOI]

Proceedings of the 2016 Information Theory and Applications Workshop, 2016

Inferring depolarization of cells from 3D-electrode measurements using a bank of linear state space models.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Blind deconvolution of sparse but filtered pulses with linear state space models.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Tomographic reconstruction using a new voxel-domain prior and Gaussian message passing.

[BibT_eX]

[DOI]

Proceedings of the 24th European Signal Processing Conference, 2016

Outlier-insensitive Kalman smoothing and marginal message passing.

[BibT_eX]

[DOI]

Proceedings of the 24th European Signal Processing Conference, 2016

New square-root and diagonalized Kalman smoothers.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Allerton Conference on Communication, 2016

2015

Control-based analog-to-digital conversion without sampling and quantization.

[BibT_eX]

[DOI]

Georg Wilckens

Proceedings of the 2015 Information Theory and Applications Workshop, 2015

Decoding of interleaved Reed-Solomon codes via simultaneous partial inverses.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2015

Pulse-domain signal parsing and neural computation.

[BibT_eX]

[DOI]

Sarah Neff

Proceedings of the IEEE International Symposium on Information Theory, 2015

Deconvolution of weakly-sparse signals and dynamical-system identification by Gaussian message passing.

[BibT_eX]

[DOI]

Lukas Bruderer

Proceedings of the IEEE International Symposium on Information Theory, 2015

Gesture recognition from magnetic field measurements using a bank of linear state space models and local likelihood filtering.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

A state-space approach for the analysis of wave and diffusion fields.

[BibT_eX]

[DOI]

Stefano Maranò

Donat Fäh

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Efficient blind estimation of subband reverberation time from speech in non-diffuse environments.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Estimation of heart rate and heart rate variability from pulse oximeter recordings using localized model fitting.

[BibT_eX]

[DOI]

Federico Wadehn

David Carnal

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Heart Rate Estimation in Photoplethysmogram Signals using Nonlinear Model-Based Preprocessing.

[BibT_eX]

[DOI]

Federico Wadehn

Yue Zhao

Proceedings of the Computing in Cardiology, 2015

Sparse-input Detection Algorithm with Applications in Electrocardiography and Ballistocardiography.

[BibT_eX]

Proceedings of the BIOSIGNALS 2015, 2015

2014

Estimation of sensor input signals that are neither bandlimited nor sparse.

[BibT_eX]

[DOI]

Lukas Bruderer

Proceedings of the 2014 Information Theory and Applications Workshop, 2014

Local statistical models from deterministic state space models, likelihood filtering, and local typicality.

[BibT_eX]

[DOI]

Lukas Bruderer

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

An algorithm for simultaneous partial inverses.

[BibT_eX]

[DOI]

Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

Self-synchronizing signal parsing with spiking feature-detection filters.

[BibT_eX]

[DOI]

Sarah Neff

Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

2013

Monte Carlo Algorithms for the Partition Function and Information Rates of Two-Dimensional Channels.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2013

Coding Theory (Dagstuhl Seminar 13351).

[BibT_eX]

[DOI]

Emina Soljanin

Judy L. Walker

Dagstuhl Reports, 2013

LMMSE Estimation and Interpolation of Continuous-Time Signals from Discrete-Time Samples Using Factor Graphs

[BibT_eX]

[DOI]

Lukas Bolliger

Christian Vogel

CoRR, 2013

Signal processing with factor graphs: Beamforming and Hilbert transform.

[BibT_eX]

[DOI]

Proceedings of the 2013 Information Theory and Applications Workshop, 2013

Reverse Berlekamp-Massey decoding.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Partition function of the Ising model via factor graph duality.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

2012

On Polynomial Remainder Codes

[BibT_eX]

[DOI]

CoRR, 2012

Extending monte carlo methods to factor graphs with negative and complex factors.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Information Theory Workshop, 2012

A factor-graph representation of probabilities in quantum mechanics.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Joint synchronization and demodulation by forward filtering.

[BibT_eX]

[DOI]

Murthy V. Devarakonda

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Glue factors, likelihood computation, and filtering in state space models.

[BibT_eX]

[DOI]

Murthy V. Devarakonda

Proceedings of the 50th Annual Allerton Conference on Communication, 2012

2011

Analog-to-digital conversion using unstable filters.

[BibT_eX]

[DOI]

Proceedings of the Information Theory and Applications Workshop, 2011

On irreducible polynomial remainder codes.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

Multi-sensor estimation and detection of phase-locked sinusoids.

[BibT_eX]

[DOI]

Stefano Maranò

Proceedings of the IEEE International Conference on Acoustics, 2011

Seismic waves estimation and wave field decomposition with factor graphs.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

A model for quasi-periodic signals with application to rain estimation from microwave link gain.

[BibT_eX]

[DOI]

Juan Pablo Marin Diaz

Proceedings of the 19th European Signal Processing Conference, 2011

Sampling jitter correction using factor graphs.

[BibT_eX]

[DOI]

Lukas Bolliger

Proceedings of the 19th European Signal Processing Conference, 2011

2010

Simulation, MMSE estimation, and interpolation of sampled continuous-time signals using factor graphs.

[BibT_eX]

[DOI]

Lukas Bolliger

Christian Vogel

Proceedings of the Information Theory and Applications Workshop, 2010

Multitree decoding and multitree-aided LDPC decoding.

[BibT_eX]

[DOI]

Maja Ostojic

Proceedings of the IEEE International Symposium on Information Theory, 2010

Estimating the information rate of noisy two-dimensional constrained channels.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2010

2009

Expectation Maximization as Message Passing - Part I: Principles and Gaussian Messages

[BibT_eX]

[DOI]

CoRR, 2009

Power-constrained communications using LDLC lattices.

[BibT_eX]

[DOI]

Brian M. Kurkoski

Proceedings of the IEEE International Symposium on Information Theory, 2009

Modelling and filtering almost periodic signals by time-varying Fourier series with application to near-infrared spectroscopy.

[BibT_eX]

[DOI]

Proceedings of the 17th European Signal Processing Conference, 2009

Maximum likelihood range estimation for 3D-imaging based on pseudo-noise optical modulation.

[BibT_eX]

[DOI]

M'Hamed-Ali El Mechat

Proceedings of the 17th European Signal Processing Conference, 2009

2008

A Generalization of the Blahut-Arimoto Algorithm to Finite-State Channels.

[BibT_eX]

[DOI]

Aleksandar Kavcic

Dieter-Michael Arnold

IEEE Trans. Inf. Theory, 2008

Computation of Information Rates by Particle Methods.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2008

Simulation-based estimation of the partition function and the information rate of two-dimensional models.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

2007

On the Static Resolution of Digitally Corrected Analog-to-Digital and Digital-to-Analog Converters With Low-Precision Components.

[BibT_eX]

[DOI]

Matthias Frey

IEEE Trans. Circuits Syst. I Regul. Pap., 2007

The Factor Graph Approach to Model-Based Signal Processing.

[BibT_eX]

[DOI]

Proc. IEEE, 2007

2006

Synchronization of Pseudorandom Signals by Forward-Only Message Passing With Application to Electronic Circuits.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2006

Simulation-Based Computation of Information Rates for Channels With Memory.

[BibT_eX]

[DOI]

Dieter-Michael Arnold

IEEE Trans. Inf. Theory, 2006

A general computation rule for lossy summaries/messages with examples from equalization

[BibT_eX]

[DOI]

CoRR, 2006

Particle Methods as Message Passing.

[BibT_eX]

[DOI]

Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

On flash A/D-converters with low-precision comparators.

[BibT_eX]

[DOI]

Matthias Frey

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

Analog Circuits for Symbol-Likelihood Computation.

[BibT_eX]

[DOI]

Matthias Frey

Patrick R. Merkli

Proceedings of the 13th IEEE International Conference on Electronics, 2006

Resolution of Superpositions in EMG Signals using Belief Propagation: Results for the Known Constituent Problem.

[BibT_eX]

[DOI]

Volker M. Koch

Kevin C. McGill

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005

Steepest descent as message passing.

[BibT_eX]

[DOI]

Proceedings of the IEEE ITSOC Information Theory Workshop 2005 on Coding and Complexity, 2005

Turbo equalization based on factor graphs.

[BibT_eX]

[DOI]

Qinghua Guo

Ping Li

Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

Expectation maximization as message passing.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

EMG signal decomposition by loopy belief propagation.

[BibT_eX]

[DOI]

Volker Koch

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004

Guest Editorial: Special Issue on Machine Learning Methods in Signal Processing.

[BibT_eX]

[DOI]

Meir Feder

Mário A. T. Figueiredo

IEEE Trans. Signal Process., 2004

An introduction to factor graphs.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2004

Phase Estimation and Phase Ambiguity Resolution by Message Passing.

[BibT_eX]

[DOI]

Proceedings of the Telecommunications and Networking, 2004

Phase estimation by message passing.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2004

AR model parameter estimation: from factor graphs to algorithms.

[BibT_eX]

[DOI]

Allen G. Lindgren

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003

Factor graphs and dynamical electrical networks.

[BibT_eX]

[DOI]

Proceedings of the Proceedings 2003 IEEE Information Theory Workshop, 2003

Analog-decoder experiments with subthreshold CMOS soft-gates.

[BibT_eX]

[DOI]

Proceedings of the 2003 International Symposium on Circuits and Systems, 2003

On Factor Graphs and Electrical Networks.

[BibT_eX]

[DOI]

Proceedings of the Mathematical Systems Theory in Biology, 2003

2001

Probability propagation and decoding in analog VLSI.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2001

Factor graphs and the sum-product algorithm.

[BibT_eX]

[DOI]

Frank R. Kschischang

Brendan J. Frey

IEEE Trans. Inf. Theory, 2001

Analog decoding and beyond.

[BibT_eX]

[DOI]

Proceedings of the 2001 IEEE Information Theory Workshop, 2001

On mismatch errors in analog-VLSI error correcting decoders.

[BibT_eX]

[DOI]

Felix Lustenberger

Proceedings of the 2001 International Symposium on Circuits and Systems, 2001

On the information rate of binary-input channels with memory.

[BibT_eX]

[DOI]

Dieter-Michael Arnold

Proceedings of the IEEE International Conference on Communications, 2001

1999

Decoding in analog VLSI.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 1999

An analog VLSI decoding technique for digital codes.

[BibT_eX]

[DOI]

Proceedings of the 1999 International Symposium on Circuits and Systems, ISCAS 1999, Orlando, Florida, USA, May 30, 1999

1997

Averaging bounds for lattices and linear codes.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 1997

1996

Convolutional codes over groups.

[BibT_eX]

[DOI]

Thomas Mittelholzer

IEEE Trans. Inf. Theory, 1996

1995

Codes and iterative decoding on general graphs.

[BibT_eX]

[DOI]

Niclas Wiberg

Ralf Kötter

Eur. Trans. Telecommun., 1995

1994

An upper bound on the volume of discrete spheres.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 1994

Construction of linear ring codes for 6 PSK.

[BibT_eX]

[DOI]

Chang-jia Chen

Tai-Yi Chen

IEEE Trans. Inf. Theory, 1994

1993

A nonalgorithmic maximum likelihood decoder for trellis codes.

[BibT_eX]

[DOI]

Robert C. Davis

IEEE Trans. Inf. Theory, 1993

1992

On Existence Proofs for Asymptotically Good 15 Euclidean-Space Group Codes.

[BibT_eX]

[DOI]

Proceedings of the Coding And Quantization, 1992

1991

Signal sets matched to groups.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 1991

1990

A practical reliability metric for block codes used on binary-input channels.

[BibT_eX]

[DOI]