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Science NestCategoriesElectrical and Electronic EngineeringSignal Processing
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  • Covariance matrix estimation for massive MIMO

    Karthik Upadhya, S. Vorobyov , I ,  2018
    Matlab

    Free

  • Comparing the Robustness of Machine Learning Approaches on Spam Filtering Problems

    E. Dada, J. Bassi, H. Chiroma, S. Abdulhamid, A. O. Adetunmbi, Opeyemi Emmanuel Ajibuwa , H ,  2019
    Jupyter Notebook

    Free

  • Bidirectional recurrent neural networks

    M. Schuster, K.K. Paliwal , I ,  1997
    Jupyter Notebook

    Free

  • Shrinkage Algorithms for MMSE Covariance Estimation

    Yilun Chen, A. Wiesel, Yonina C. Eldar, A. Hero , I ,  2010
    Julia

    Free

  • Shrinkage Algorithms for MMSE Covariance Estimation

    Yilun Chen, A. Wiesel, Yonina C. Eldar, A. Hero , I ,  2010
    Julia

    Free

  • Multitaper Time-Frequency Reassignment for Nonstationary Spectrum Estimation and Chirp Enhancement

    Jun Xiao, P. Flandrin , I ,  2007
    Matlab

    Free

  • Parallel algorithms for constrained tensor factorization via alternating direction method of multipliers

    A. Liavas, N. Sidiropoulos , I ,  2015
    C++

    Free

  • Statistical Anomaly Detection via Composite Hypothesis Testing for Markov Models

    Jing Zhang, I. Paschalidis , I ,  2018
    Python

    Free

  • Statistical Anomaly Detection via Composite Hypothesis Testing for Markov Models

    Jing Zhang, I. Paschalidis , I ,  2018
    Python

    Free

  • A generic model for MIMO wireless propagation channels in Macro- and Microcells

    A. Molisch , I ,  2004
    Matlab

    Free

  • {NuMax: A

    C. Hegde, Aswin C. Sankaranarayanan, W. Yin, Richard Baraniuk , I ,  2015
    Matlab

    Free

  • Reconstruction of reflectance spectra using robust nonnegative matrix factorization

    A. Hamza, D. Brady , I ,  2006
    HTML

    Free

  • AMP-Inspired Deep Networks for Sparse Linear Inverse Problems

    M. Borgerding, Philip Schniter, S. Rangan , I ,  2017
    Python

    Free

  • Efficient L1-Norm Principal-Component Analysis via Bit Flipping

    P. Markopoulos, S. Kundu, Shubham Chamadia, D. Pados , I ,  2017
    Python

    Free

  • On-The-Fly Approximation of Multivariate Total Variation Minimization

    Jordan Frécon, N. Pustelnik, P. Abry, Laurent Condat , I ,  2016
    MATLAB

    Free

  • Rain Rate Estimation Using Measurements From Commercial Telecommunications Links

    O. Goldshtein, H. Messer, A. Zinevich , I ,  2009
    R

    Free

  • Location-free Spectrum Cartography

    Yves Teganya, Daniel Romero, Luis Miguel Lopez Ramos, B. Beferull-Lozano , I ,  2019
    MATLAB

    Free

  • Mobile Adaptive Networks

    Sheng-Yuan Tu, A. Sayed , I ,  2011
    Matlab

    Free

  • Focused blind deconvolution

    P. Bharadwaj, L. Demanet, Aimé Fournier , I ,  2019
    Julia

    Free

  • Focused blind deconvolution

    P. Bharadwaj, L. Demanet, Aimé Fournier , I ,  2019
    Julia

    Free

  • A multiplicative algorithm for convolutive non-negative matrix factorization based on squared euclidean distance

    Wenwu Wang, A. Cichocki, J. Chambers , I ,  2009
    Python

    Free

  • Multidimensional Sparse Fourier Transform Based on the Fourier Projection-Slice Theorem

    Shaogang Wang, Vishal M. Patel, A. Petropulu , I ,  2019
    MATLAB

    Free

  • Empirical Arithmetic Averaging Over the Compact Stiefel Manifold

    Tetsuya Kaneko, S. Fiori, Toshihisa Tanaka , I ,  2013
    Jupyter Notebook

    Free

  • Deep Generative Endmember Modeling: An Application to Unsupervised Spectral Unmixing

    R. Borsoi, Tales Imbiriba, J. Bermudez , I ,  2020
    MATLAB

    Free

  • A Fast Matrix Majorization-Projection Method for Penalized Stress Minimization with Box Constraint

    Shenglong Zhou, Naihua Xiu, Hou-Duo Qi , I ,  2018
    MATLAB

    Free

  • Orthogonal Sparse PCA and Covariance Estimation via Procrustes Reformulation

    Konstantinos Benidis, Ying Sun, Prabhu Babu, Daniel P. Palomar , IEEE Transactions on Signal Processing ,  2016
    R

    Free

  • Robust kronecker product PCA for spatio-temporal covariance estimation

    Kristjan Greenewald, Alfred O. Hero , IEEE Transactions on Signal Processing ,  2015
    MATLAB

    Free

  • Scalable mean-field sparse Bayesian learning

    Bradley Worley , I ,  2019
    Python

    Free

  • Superfast Line Spectral Estimation

    T. L. Hansen, B. Fleury, B. Rao , I ,  2018
    Matlab

    Free

  • Recursive Weighted Myriad Based Filters and Their Optimizations

    J. Ramírez, J. L. Paredes , I ,  2016
    Matlab

    Free

  • Joint CFO and channel estimation in millimeter wave systems with one-bit ADCs

    Nitin Jonathan Myers, R. Heath , 2 ,  2017
    Matlab

    Free

  • Optimal Pivot Selection in Fast Weighted Median Search

    A. Rauh, G. Arce , I ,  2012
    C++

    Free

  • A Novel a Priori State Computation Strategy for the Unscented Kalman Filter to Improve Computational Efficiency

    Sanat K. Biswas, L. Qiao, A. Dempster , I ,  2017
    MATLAB

    Free

  • Efficient Sensor Selection with Application to Time Varying Graphs

    Buddhika L. Samarakoon, Manohar N. Murthi, Kamal Premaratne , 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) ,  2018
    Python

    Free

  • Shrinkage Algorithms for MMSE Covariance Estimation

    Yilun Chen, Ami Wiesel, Yonina C. Eldar, Alfred O. Hero , IEEE Transactions on Signal Processing ,  2010
    Julia

    Free

  • Focused blind deconvolution

    P. Bharadwaj, L. Demanet, Aimé Fournier , I ,  2019
    Julia

    Free

  • Evaluating five different adaptive decomposition methods for EEG signal seizure detection and classification

    Vinícius R. Carvalho, Márcio F.D. Moraes, Antônio P. Braga, Eduardo M.A.M. Mendes , B ,  2020
    Python

    Free

  • Robust Kalman filter based on a generalized maximum-likelihood-type estimator

    M. Gandhi, L. Mili , I ,  2010
    Python

    Free

  • Improved discrete definition of quadratic time–frequency distributions

    J. M. O'Toole, M. Mesbah, B. Boashash , I ,  2010
    Matlab

    Free

  • Fast Discrete Distribution Clustering Using Wasserstein Barycenter with Sparse Support

    Jianbo Ye, P. Wu, J. Z. Wang, Jia Li , I ,  2017
    C

    Free

  • Microphone array processing for parametric spatial audio techniques

    Archontis Politis , A ,  2016
    Matlab

    Free

  • A General Description of Linear Time-Frequency Transforms and Formulation of a Fast, Invertible Transform That Samples the Continuous S-Transform Spectrum Nonredundantly

    R. Brown, M. L. Lauzon, R. Frayne , I ,  2010
    C

    Free

  • A General Description of Linear Time-Frequency Transforms and Formulation of a Fast, Invertible Transform That Samples the Continuous S-Transform Spectrum Nonredundantly

    R. Brown, M. L. Lauzon, R. Frayne , I ,  2010
    C

    Free

  • Semi-Blind Signal Recovery in Impulsive Noise with L1-PCA

    A. Gannon, George Sklivanitis, P. Markopoulos, D. Pados, S. Batalama , 2 ,  2018
    Matlab

    Free

  • Toward a computation channel for digital signal processing systems

    D. Anastasia, Y. Andreopoulos , I ,  2012
    C++

    Free

  • Subspace Tracking from Missing and Outlier Corrupted Data

    Praneeth Narayanamurthy, Vahid Daneshpajooh, N. Vaswani , I ,  2019
    MATLAB

    Free

  • Sparse Signal Recovery via Generalized Entropy Functions Minimization

    Shuai Huang, T. Tran , I ,  2019
    MATLAB

    Free

  • Variational Bayesian inference for a non-linear forward model

    M. Chappell, A. Groves, Brandon Whitcher, M. Woolrich , I ,  2009
    Shell

    Free

  • A Poisson-Gaussian Denoising Dataset with Real Fluorescence Microscopy Images

    Yide Zhang, Yinhao Zhu, Evan Nichols, Qingfei Wang, Siyuan Zhang, Cody Smith, Scott Howard , 2 ,  2018
    Python

    Free

  • Efficient sequential Monte-Carlo samplers for Bayesian inference

    T. Nguyen, F. Septier, G. Peters, Y. Delignon , I ,  2016
    Python

    Free

  • Multiple Kernelized Correlation Filters (MKCF) for Extended Object Tracking Using X-Band Marine Radar Data

    Yi Zhou, T. Wang, Ronghua Hu, Hangsheng Su, Yi Liu, Xiaoming Liu, Jidong Suo, H. Snoussi , I ,  2019
    Python

    Free

  • Diffusion Maps Kalman Filter for a Class of Systems with Gradient Flows

    Tal Shnitzer, R. Talmon, J. Slotine , I ,  2020
    MATLAB

    Free

  • Fast fundamental frequency estimation: Making a statistically efficient estimator computationally efficient

    J. Nielsen, T. L. Jensen, J. Jensen, M. G. Christensen, S. H. Jensen , S ,  2017
    C++

    Free

  • Trainlets: Dictionary Learning in High Dimensions

    Jeremias Sulam, B. Ophir, M. Zibulevsky, Michael Elad , I ,  2016
    Matlab

    Free

  • Distributed Compressive Sensing: A Deep Learning Approach

    Hamid Palangi, Rabab Ward, Li Deng , IEEE Transactions on Signal Processing ,  2016
    Matlab

    Free

  • Faster independent component analysis by preconditioning with Hessian approximations

    Pierre Ablin, Jean-Francois Cardoso, Alexandre Gramfort , IEEE Transactions on Signal Processing ,  2018
    Python

    Free

  • CayleyNets: Graph Convolutional Neural Networks with Complex Rational Spectral Filters

    R. Levie, Federico Monti, X. Bresson, M. Bronstein , I ,  2019
    Jupyter Notebook

    Free

  • An Exact and Fast Computation of Discrete Fourier Transform for Polar and Spherical Grid

    Syed Alam Abbas, Qiyu Sun, Hassan Foroosh , IEEE Transactions on Signal Processing ,  2016
    Matlab

    Free

  • The Gaussian Mixture Probability Hypothesis Density Filter

    B. Vo, Wing-Kin Ma , I ,  2006
    Python

    Free

  • AMP-Inspired Deep Networks for Sparse Linear Inverse Problems

    M. Borgerding, Philip Schniter, S. Rangan , I ,  2017
    Python

    Free

  • Non-Linear DSGE Models and The Optimized Central Difference Particle Filter

    Martin M. Andreasen , J ,  2011
    MATLAB

    Free

  • Kernel methods for nonlinear identification, equalization and separation of signals

    Steven Van Vaerenbergh , P ,  2010
    MATLAB

    Free

  • Spread Spectrum Watermarking of Audio Signals

    D. Kirovski, H. Malvar , I ,  2003
    C

    Free

  • A Comparative Study of Kernel Adaptive Filtering Algorithms

    S. Van Vaerenbergh, I. Santamaría , 2 ,  2013
    MATLAB

    Free

  • Learning the dynamics of arterial traffic from probe data using a dynamic Bayesian network

    Aude Hofleitner, Ryan Herring, Pieter Abbeel, Alexandre Bayen , IEEE Transactions on Intelligent Transportation Systems ,  2012
    Python

    Free

  • Spatial-temporal traffic speed patterns discovery and incomplete data recovery via SVD-combined tensor decomposition

    Xinyu Chen, Zhaocheng He, Jiawei Wang , Transportation Research Part C: Emerging Technologies ,  2017
    Jupyter Notebook

    Free

  • Compressed Sensing With Prior Information: Strategies, Geometry, and Bounds

    J. Mota, N. Deligiannis, M. Rodrigues , I ,  2017
    Matlab

    Free

  • Compressed sensing with side information: Geometrical interpretation and performance bounds

    J. Mota, N. Deligiannis, M. Rodrigues , 2 ,  2014
    Matlab

    Free

  • K-SVD : An Algorithm for Designing of Overcomplete Dictionaries for Sparse Representation

    M. Aharon, Michael Elad, A. Bruckstein, Y. Katz , IEEE Transactions on Signal Processing ,  2006
    MATLAB

    Free

  • A Fast Interior Point Method for Atomic Norm Soft Thresholding

    T. L. Hansen, T. Jensen , IEEE Transactions on Signal Processing ,  2019
    Matlab

    Free

  • Decentralized Equalization With Feedforward Architectures for Massive MU-MIMO

    Charles Jeon, Kaipeng Li, J. Cavallaro, Christoph Studer , IEEE Transactions on Signal Processing ,  2019
    MATLAB

    Free

  • Channel Training for Analog FDD Repeaters: Optimal Estimators and Cramér–Rao Bounds

    Stefan Wesemann, T. Marzetta , IEEE Transactions on Signal Processing ,  2017
    R

    Free

  • $rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation

    M. Aharon, Michael Elad, A. Bruckstein , IEEE Transactions on Signal Processing ,  2006
    Multiple

    Free

  • High-Order Synchrosqueezing Transform for Multicomponent Signals Analysis—With an Application to Gravitational-Wave Signal

    Duong Hong Pham, S. Meignen , IEEE Transactions on Signal Processing ,  2017
    MATLAB

    Free

  • Adaptive One-Class Support Vector Machine

    V. Gómez-Verdejo, J. Arenas-García, Miguel Lázaro-Gredilla, Á. Navia-Vázquez , IEEE Transactions on Signal Processing ,  2017
    C++

    Free

  • The kernel recursive least-squares algorithm

    Y. Engel, Shie Mannor, R. Meir , IEEE Transactions on Signal Processing ,  2010
    Julia

    Free

  • The Gaussian Mixture Probability Hypothesis Density Filter

    B. Vo, W. Ma , IEEE Transactions on Signal Processing ,  2017
    Matlab

    Free

  • Filter Bank Property of Multivariate Empirical Mode Decomposition

    N. Rehman, D. Mandic , IEEE Transactions on Signal Processing ,  2017
    MATLAB

    Free

  • Diffusion LMS Strategies for Distributed Estimation

    Federico S. Cattivelli, A. Sayed , IEEE Transactions on Signal Processing ,  2017
    Matlab

    Free

  • Signal Amplitude Estimation and Detection From Unlabeled Binary Quantized Samples

    Guanyu Wang, J. Zhu, Rick S. Blum, P. Willett, S. Maranò, V. Matta, P. Braca , IEEE Transactions on Signal Processing ,  2018
    MATLAB

    Free

  • Sparse Reconstruction by Separable Approximation

    Stephen J. Wright, R. Nowak, Mário A. T. Figueiredo , IEEE Transactions on Signal Processing ,  2018
    Jupyter Notebook

    Free

  • Bidirectional recurrent neural networks

    Mike Schuster, K. Paliwal , IEEE Transactions on Signal Processing ,  2020
    Jupyter Notebook

    Free

  • Deep Learning-Based Detector for OFDM-IM

    Thien Van Luong, Y. Ko, Ngo Anh Vien, D. Nguyen, Michail Matthaiou , IEEE Wireless Communications Letters ,  2019
    Jupyter Notebook

    Free

  • SGDLibrary: A MATLAB library for stochastic optimization algorithms

    H. Kasai , J. Mach. Learn. Res. ,  2017
    Terra

    Free

  • Estimating uncertainties in statistics computed from direct numerical simulation

    Todd A. Oliver, N. Malaya, R. Ulerich, R. Moser , Physics of Fluids ,  2014
    C++

    Free

  • Feature Preserving and Uniformity-Controllable Point Cloud Simplification on Graph

    Junkun Qi, Wei Hu, Zongming Guo , 2019 IEEE International Conference on Multimedia and Expo (ICME) ,  2019
    MATLAB

    Free

  • Online low-rank tensor subspace tracking from incomplete data by CP decomposition using recursive least squares

    H. Kasai , 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ,  2016
    Matlab

    Free

  • Evolutionary Spectra Based on the Multitaper Method with Application To Stationarity Test

    Y. Xiang, J. Ding, V. Tarokh , IEEE Transactions on Signal Processing ,  2018
    R

    Free

  • A fast spectral estimation algorithm based on the FFT

    P. Gough , IEEE Transactions on Signal Processing ,  1994
    Jupyter Notebook

    Free

  • Gauge-Adjusted Rainfall Estimates from Commercial Microwave Links

    M. Fencl, M. Dohnal, J. Rieckermann, V. Bares , IEEE Transactions on Signal Processing ,  2017
    R

    Free

  • Unmixing Oscillatory Brain Activity by EEG Source Localization and Empirical Mode Decomposition

    S. Hansen, A. Hemakom, M. Safeldt, Lærke Karen Krohne, Kristoffer Hougaard Madsen, H. Siebner, D. Mandic, L. Hansen , IEEE Transactions on Signal Processing ,  2019
    MATLAB

    Free

  • Improving the readability of time-frequency and time-scale representations by the reassignment method

    F. Auger, P. Flandrin , IEEE Transactions on Signal Processing ,  1995
    Python

    Free

  • A blind source separation technique using second-order statistics

    A. Belouchrani, K. Abed-Meraim, Jean-François Cardoso, E. Moulines , IEEE Transactions on Signal Processing ,  1997
    Python

    Free

  • Covariance Matrix Estimation for Massive MIMO

    K. Upadhya, S. Vorobyov , IEEE Signal Processing Letters ,  2018
    Matlab

    Free

  • Maximum-Likelihood Adaptive Filter for Partially Observed Boolean Dynamical Systems

    M. Imani, Ulisses Braga-Neto , IEEE Transactions on Signal Processing ,  2017
    Python

    Free

  • Nonlinear Kalman Filtering With Divergence Minimization

    San Gultekin, John W. Paisley , IEEE Transactions on Signal Processing ,  2017
    Matlab

    Free

  • Efficient Global Optimal Resource Allocation in Non-Orthogonal Interference Networks

    B. Matthiesen, E. Jorswieck , IEEE Transactions on Signal Processing ,  2019
    C++

    Free

  • Mixed Monotonic Programming for Fast Global Optimization

    B. Matthiesen, C. Hellings, E. Jorswieck, W. Utschick , IEEE Transactions on Signal Processing ,  2020
    C++

    Free

  • A Lattice Basis Reduction Approach for the Design of Finite Wordlength FIR Filters

    N. Brisebarre, Silviu-Ioan Filip, G. Hanrot , IEEE Transactions on Signal Processing ,  2018
    C++

    Free

  • Energy Efficiency in MIMO Underlay and Overlay Device-to-Device Communications and Cognitive Radio Systems

    A. Zappone, B. Matthiesen, E. Jorswieck , IEEE Transactions on Signal Processing ,  2017
    MATLAB

    Free

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