Justin Dauwels

Justin Dauwels, Theophane Weber, François B. Vialatte, Toshimitsu Musha, Andrzej Cichocki: Quantifying Statistical Interdependence, Part III: N > 2 Point Processes. Neural Computation 24(2): 408-454 (2012)

Dinup Sukumaran, Yao Enyi, Sun Shuo, Arindam Basu, Dongning Zhao, Justin Dauwels: A low-power, reconfigurable smart sensor system for EEG acquisition and classification. APCCAS 2012: 9-12

Jingshan Zhang, Justin Dauwels, Manuel A. Vázquez, Laura Waller: Efficient Gaussian inference algorithms for phase imaging. ICASSP 2012: 617-620

Justin Dauwels, K. Srinivasan, M. Ramasubba Reddy, Andrzej Cichocki: Multi-channel EEG compression based on 3D decompositions. ICASSP 2012: 637-640

Justin Dauwels, Lalit Garg, Arul Earnest, Khai Pang Leong: Tensor factorization for missing data imputation in medical questionnaires. ICASSP 2012: 2109-2112

Hang Yu, Justin Dauwels, Xueou Wang: Copula Gaussian graphical models with hidden variables. ICASSP 2012: 2177-2180

Hang Yu, Zheng Choo, Justin Dauwels, Philip Jonathan, Qiao Zhou: Modeling spatially-dependent extreme events with Markov random field priors. ISIT 2012: 1453-1457

Wei Zhao, Justin Dauwels, Jacquin Niles, Jianshu Cao: Deconvolution of Microarray Data Predicts Transcriptionally Regulated Protein Kinases of Plasmodium falciparum. BIBM 2011: 286-289

Justin Dauwels, K. Srinivasan, M. Ramasubba Reddy, Andrzej Cichocki: Multi-channel EEG compression based on matrix and tensor decompositions. ICASSP 2011: 629-632

Justin Dauwels, Emad N. Eskandar, Andy Cole, Dan Hoch, Rodrigo Zepeda, Sydney S. Cash: Graphical models for localization of the seizure focus from interictal intracranial EEG. ICASSP 2011: 745-748

Mohamed Elgendi, François B. Vialatte, Martin Constable, Justin Dauwels: Immersive Neurofeedback - A New Paradigm. IJCCI (NCTA) 2011: 465-469

Justin Dauwels, Hang Yu, Xueou Wang, François B. Vialatte, Charles-François Vincent Latchoumane, Jaeseung Jeong, Andrzej Cichocki: Inferring Brain Networks through Graphical Models with Hidden Variables. MLINI 2011: 194-201

Brian M. Kurkoski, Justin Dauwels: Reduced-Memory Decoding of Low-Density Lattice Codes. IEEE Communications Letters 14(7): 659-661 (2010)

Justin Dauwels, François-Benoit Vialatte, Toshimitsu Musha, Andrzej Cichocki: A comparative study of synchrony measures for the early diagnosis of Alzheimer's disease based on EEG. NeuroImage 49(1): 668-693 (2010)

Satish G. Iyengar, Justin Dauwels, Pramod K. Varshney, Andrzej Cichocki: Quantifying EEG synchrony using copulas. ICASSP 2010: 505-508

Justin Dauwels, François B. Vialatte, Theophane Weber, Andrzej Cichocki: Quantifying Statistical Interdependence by Message Passing on Graphs - Part I: One-Dimensional Point Processes. Neural Computation 21(8): 2152-2202 (2009)

Justin Dauwels, François B. Vialatte, Theophane Weber, Toshimitsu Musha, Andrzej Cichocki: Quantifying Statistical Interdependence by Message Passing on Graphs - Part II: Multidimensional Point Processes. Neural Computation 21(8): 2203-2268 (2009)

Justin Dauwels, Hans-Andrea Loeliger, Brian M. Kurkoski: Power-constrained communications using LDLC lattices. ISIT 2009: 739-743

Brian M. Kurkoski, Justin Dauwels: Belief-Propagation Decoding of Lattices Using Gaussian Mixtures. CoRR abs/0904.4741 (2009)

Justin Dauwels, Andrew Eckford, Sascha Korl, Hans-Andrea Loeliger: Expectation Maximization as Message Passing - Part I: Principles and Gaussian Messages. CoRR abs/0910.2832 (2009)

Justin Dauwels, Hans-Andrea Loeliger: Computation of Information Rates by Particle Methods. IEEE Transactions on Information Theory 54(1): 406-409 (2008)

Justin Dauwels, Tomasz M. Rutkowski, François B. Vialatte, Andrzej Cichocki: On the synchrony of empirical mode decompositions with application to electroencephalography. ICASSP 2008: 473-476

Justin Dauwels, François B. Vialatte, Theophane Weber, Andrzej Cichocki: On Similarity Measures for Spike Trains. ICONIP (1) 2008: 177-185

François B. Vialatte, Justin Dauwels, Jordi Solé i Casals, Monique Maurice, Andrzej Cichocki: Improved Sparse Bump Modeling for Electrophysiological Data. ICONIP (1) 2008: 224-231

Justin Dauwels, François B. Vialatte, Theophane Weber, Andrzej Cichocki: An Exemplar-Based Statistical Model for the Dynamics of Neural Synchrony. ICONIP (1) 2008: 318-326

François B. Vialatte, Monique Maurice, Justin Dauwels, Andrzej Cichocki: Steady State Visual Evoked Potentials in the Delta Range (0.5-5 Hz). ICONIP (1) 2008: 400-407

Justin Dauwels, Yuki Tsukada, Yuichi Sakumura, Shin Ishii, Kazuhiro Aoki, Takeshi Nakamura, Michiyuki Matsuda, François B. Vialatte, Andrzej Cichocki: On the Synchrony of Morphological and Molecular Signaling Events in Cell Migration. ICONIP (1) 2008: 469-477

Brian M. Kurkoski, Justin Dauwels: Message-passing decoding of lattices using Gaussian mixtures. ISIT 2008: 2489-2493

Brian M. Kurkoski, Justin Dauwels: Message-Passing Decoding of Lattices Using Gaussian Mixtures. CoRR abs/0802.0554 (2008)

Justin Dauwels, François B. Vialatte, Andrzej Cichocki: A Comparative Study of Synchrony Measures for the Early Detection of Alzheimer's Disease Based on EEG. ICONIP (1) 2007: 112-125

Justin Dauwels, François B. Vialatte, Tomasz M. Rutkowski, Andrzej Cichocki: Measuring Neural Synchrony by Message Passing. NIPS 2007

Benjamin Vigoda, Justin Dauwels, Matthias Frey, Neil Gershenfeld, Tobias Koch, Hans-Andrea Loeliger, Patrick Merkli: Synchronization of Pseudorandom Signals by Forward-Only Message Passing With Application to Electronic Circuits. IEEE Transactions on Information Theory 52(8): 3843-3852 (2006)

Junli Hu, Hans-Andrea Loeliger, Justin Dauwels, Frank R. Kschischang: A general computation rule for lossy summaries/messages with examples from equalization. CoRR abs/cs/0607027 (2006)

Justin Dauwels, Sascha Korl, Hans-Andrea Loeliger: Expectation maximization as message passing. CoRR abs/cs/0508027 (2005)

Justin Dauwels, Hans-Andrea Loeliger: Phase estimation by message passing. ICC 2004: 523-527

Justin Dauwels, Henk Wymeersch, Hans-Andrea Loeliger, Marc Moeneclaey: Phase Estimation and Phase Ambiguity Resolution by Message Passing. ICT 2004: 150-155