Alper T. Erdogan

Publication Activity (10 Years)

Years Active: 1998-2023
Publications (10 Years): 28

Top Topics

Component Analysis

Source Separation

Biologically Plausible

Matrix Factorization

Top Venues

IEEE Trans. Signal Process.

Publications

Bariscan Bozkurt, Cengiz Pehlevan, Alper T. Erdogan
Correlative Information Maximization: A Biologically Plausible Approach to Supervised Deep Neural Networks without Weight Symmetry. NeurIPS (2023)
Gokcan Tatli, Alper T. Erdogan
A Bayesian Perspective for Determinant Minimization Based Robust Structured Matrix Factorization. ICASSP (2023)
Bariscan Bozkurt, Cengiz Pehlevan, Alper T. Erdogan
Correlative Information Maximization: A Biologically Plausible Approach to Supervised Deep Neural Networks without Weight Symmetry. CoRR (2023)
Gokcan Tatli, Alper T. Erdogan
A Bayesian Perspective for Determinant Minimization Based Robust Structured Matrix Factorizatio. CoRR (2023)
Serdar Ozsoy, Shadi Hamdan, Sercan Ö. Arik, Deniz Yuret, Alper T. Erdogan
Self-Supervised Learning with an Information Maximization Criterion. NeurIPS (2022)
Alper T. Erdogan
An Information Maximization Based Blind Source Separation Approach for Dependent and Independent Sources. ICASSP (2022)
Gokcan Tatli, Alper T. Erdogan
Polytopic Matrix Factorization: Determinant Maximization Based Criterion and Identifiability. CoRR (2022)
Bariscan Bozkurt, Cengiz Pehlevan, Alper T. Erdogan
Biologically-Plausible Determinant Maximization Neural Networks for Blind Separation of Correlated Sources. NeurIPS (2022)
Bariscan Bozkurt, Cengiz Pehlevan, Alper T. Erdogan
Biologically-Plausible Determinant Maximization Neural Networks for Blind Separation of Correlated Sources. CoRR (2022)
Serdar Ozsoy, Shadi Hamdan, Sercan Ö. Arik, Deniz Yuret, Alper T. Erdogan
Self-Supervised Learning with an Information Maximization Criterion. CoRR (2022)
Alper T. Erdogan
An Information Maximization Based Blind Source Separation Approach for Dependent and Independent Sources. CoRR (2022)
Bariscan Bozkurt, Ates Isfendiyaroglu, Cengiz Pehlevan, Alper T. Erdogan
Correlative Information Maximization Based Biologically Plausible Neural Networks for Correlated Source Separation. CoRR (2022)
Bariscan Bozkurt, Alper T. Erdogan
On Identifiable Polytope Characterization for Polytopic Matrix Factorization. ICASSP (2022)
Gokcan Tatli, Alper T. Erdogan
Generalized Polytopic Matrix Factorization. ICASSP (2021)
Gokcan Tatli, Alper T. Erdogan
Polytopic Matrix Factorization: Determinant Maximization Based Criterion and Identifiability. IEEE Trans. Signal Process. 69 (2021)
Eren Babatas, Alper T. Erdogan
Time and frequency based sparse bounded component analysis algorithms for convolutive mixtures. Signal Process. 173 (2020)
Alper T. Erdogan, Cengiz Pehlevan
Blind Bounded Source Separation Using Neural Networks with Local Learning Rules. CoRR (2020)
Alper T. Erdogan, Cengiz Pehlevan
Blind Bounded Source Separation Using Neural Networks with Local Learning Rules. ICASSP (2020)
Baki Berkay Yilmaz, Alper T. Erdogan
Channel Estimation for Massive MIMO: A Semiblind Algorithm Exploiting QAM Structure. ACSSC (2019)
Baki Berkay Yilmaz, Alper T. Erdogan
Compressed Training Based Massive MIMO. IEEE Trans. Signal Process. 67 (5) (2019)
Berfin Simsek, Alper T. Erdogan
Online Bounded Component Analysis: A Simple Recurrent Neural Network with Local Update Rule for Unsupervised Separation of Dependent and Independent Sources. ACSSC (2019)
Eren Babatas, Alper T. Erdogan
An Algorithmic Framework for Sparse Bounded Component Analysis. IEEE Trans. Signal Process. 66 (19) (2018)
Eren Babatas, Alper T. Erdogan
Sparse Bounded Component Analysis for Convolutive Mixtures. ICASSP (2018)
Baki Berkay Yilmaz, Alper T. Erdogan
Compressed Training Adaptive Equalization: Algorithms and Analysis. IEEE Trans. Commun. 65 (9) (2017)
Huseyin A. Inan, Alper T. Erdogan, Sergio Cruces
Stationary Point Characterization for a Class of BCA Algorithms. IEEE Trans. Signal Process. 65 (20) (2017)
Baki Berkay Yilmaz, Alper T. Erdogan
Compressed training adaptive equalization. ICASSP (2016)
Baki Berkay Yilmaz, Alper T. Erdogan
Compressed Training Adaptive MIMO equalization. SPAWC (2016)
Eren Babatas, Alper T. Erdogan
Sparse bounded component analysis. MLSP (2016)
Huseyin A. Inan, Alper T. Erdogan
Convolutive Bounded Component Analysis Algorithms for Independent and Dependent Source Separation. IEEE Trans. Neural Networks Learn. Syst. 26 (4) (2015)
Huseyin A. Inan, Alper T. Erdogan
A Convolutive Bounded Component Analysis Framework for Potentially Nonstationary Independent and/or Dependent Sources. IEEE Trans. Signal Process. 63 (1) (2015)
Huseyin A. Inan, Alper T. Erdogan
An extended family of bounded component analysis algorithms. ACSSC (2014)
Huseyin A. Inan, Alper T. Erdogan
A Bounded Component Analysis approach for the separation of convolutive mixtures of dependent and independent sources. ICASSP (2013)
Alper T. Erdogan
A Class of Bounded Component Analysis Algorithms for the Separation of Both Independent and Dependent Sources. IEEE Trans. Signal Process. 61 (22) (2013)
Alper T. Erdogan
A family of Bounded Component Analysis algorithms. ICASSP (2012)
Nargiz Kalantarova, Suleyman Serdar Kozat, Alper T. Erdogan
Robust Turbo Equalization Under Channel Uncertainties. IEEE Trans. Signal Process. 60 (1) (2012)
Suleyman Serdar Kozat, Alper T. Erdogan, Andrew C. Singer, Ali H. Sayed
Transient Analysis of Adaptive Affine Combinations. IEEE Trans. Signal Process. 59 (12) (2011)
Alper T. Erdogan
Convergence analysis for a class of source separation methods. ICAT (2011)
Suleyman Serdar Kozat, Andrew C. Singer, Alper T. Erdogan, Ali H. Sayed
Unbiased model combinations for adaptive filtering. IEEE Trans. Signal Process. 58 (8) (2010)
Suleyman Serdar Kozat, Alper T. Erdogan
Competitive linear estimation under model uncertainties. IEEE Trans. Signal Process. 58 (4) (2010)
Suleyman Serdar Kozat, Alper T. Erdogan, Andrew C. Singer, Ali H. Sayed
Steady-state MSE performance analysis of mixture approaches to adaptive filtering. IEEE Trans. Signal Process. 58 (8) (2010)
Alper T. Erdogan, Suleyman Serdar Kozat, Andrew C. Singer
Comparison of convex combination and affine combination of adaptive filters. ICASSP (2009)
Alper T. Erdogan
On the convergence of ICA algorithms with symmetric orthogonalization. IEEE Trans. Signal Process. 57 (6) (2009)
Alper T. Erdogan
Adaptive algorithm for the blind separation of sources with finite support. EUSIPCO (2008)
Alper T. Erdogan
On the convergence of ICA algorithms with symmetric orthogonalization. ICASSP (2008)
Alper T. Erdogan
A fractionally spaced blind equalization algorithm with global convergence. Signal Process. 88 (1) (2008)
Alper T. Erdogan
Globally Convergent Deflationary Instantaneous Blind Source Separation Algorithm for Digital Communication Signals. IEEE Trans. Signal Process. 55 (5-2) (2007)
Babak Hassibi, Alper T. Erdogan, Thomas Kailath
criterion. IEEE Trans. Signal Process. 54 (2) (2006)
Alper T. Erdogan
A low complexity multicarrier PAR reduction approach based on subgradient optimization. Signal Process. 86 (12) (2006)
Alper T. Erdogan
On the convergence of subgradient based blind equalization algorithm. Signal Process. 86 (12) (2006)
Alper T. Erdogan
An Adaptive Paraunitary Approach for Blind Equalization of All equalizable MIMO Channels. ICASSP (5) (2006)
Alper T. Erdogan
A simple geometric blind source separation method for bounded magnitude sources. IEEE Trans. Signal Process. 54 (2) (2006)
Alper T. Erdogan
A moving window algorithm for l∞ norm based blind source separation approach. EUSIPCO (2005)
Haris Vikalo, Babak Hassibi, Alper T. Erdogan, Thomas Kailath
On robust signal reconstruction in noisy filter banks. Signal Process. 85 (1) (2005)
Alper T. Erdogan, Can Kizilkale
Fast and low complexity blind equalization via subgradient projections. IEEE Trans. Signal Process. 53 (7) (2005)
Alper T. Erdogan
A blind separation approach for magnitude bounded sources. ICASSP (5) (2005)
Alper T. Erdogan
A subgradient algorithm for low complexity DMT PAR minimization. ICASSP (4) (2004)
Alper T. Erdogan, Babak Hassibi, Thomas Kailath
perspective. IEEE Trans. Signal Process. 52 (3) (2004)
Can Kizilkale, Alper T. Erdogan
Fast blind equalization method based on subgradient projections. ICASSP (4) (2004)
Alper T. Erdogan, Bijit Halder, Tzu-Hsien Sang, Ahmet Karakas
Efficient implementation of echo canceller for applications with asymmetric rates. ICASSP (6) (2003)
Alper T. Erdogan, Babak Hassibi, Thomas Kailath
equalization. Signal Process. 81 (5) (2001)
Alper T. Erdogan, Babak Hassibi, Thomas Kailath
equalization of communication channels. IEEE Trans. Signal Process. 48 (11) (2000)
Alper T. Erdogan, Babak Hassibi, Thomas Kailath
FIR H∞ equalization. ICASSP (2000)
Alper T. Erdogan, Babak Hassibi, Thomas Kailath
Decision feedback equalization from an H-infinity perspective. NSIP (1999)
Alper T. Erdogan, Babak Hassibi, Thomas Kailath
equalization of communication channels. ICASSP (1998)