Gábor Jeney, János Levendovszky  Home/Search
Context Related
| mcl.hu/wcdma/Pubs/Ecwt00.pdf Cached: PS.gz PS PDF This document uses CoBlitz to cache paper downloads. If your firewall is blocking outgoing connections to port 3125, you can use these links to download local copies.
Image Update HelpPS.gz PS PDF From: mcl.hu/wcdma/publications (more) (Enter author homepages) |
Rate this article:      (best)Comment on this article |
Abstract: In this paper a novel multi-user receiver is introduced, which unites fast convergence of neural networks with the asymptotically global optimization power of stochastic algorithms (e.g. Boltzmann machines) . The proposed method is capable to achieve a 1..2 dB gain in performance over the traditional Hopfield neural network, while only 2 or 3 times more iterations is needed, which still does not prevent real-time application. Furthermore, the algorithmic complexity of the new method is the same ... (Update)
Context of citations to this paper: More
...to be zero. Our objective is, however, that the stationary state of this random state transition rule will yield the global optimum. In [10] the authors have succeeded in proving that if one uses F (x) 1 1 e #x (13) distribution to generate values of #(k) then the global...
.... MMSE (Minimum Mean Square Error) detector, Multistage Detector, Hoppfield neural network or Stochastic Hoppfield neural network [1, 2, 3, 4], and the references therein. One can find a comparison of the performance of the above mentioned algorithms in [5] Nonlinear sub...
Cited by: More
Positive Operation Valued Measurement Based Multi-User.. - Imre, Balázs (2001) (Correct)
Performance Evaluation of Quantum Based Multi-User Detector - Imre, Balázs (2002) (Correct)
Non-coherent Multi-User Detection Based on Quantum Search - Imre, Balázs (2002) (Correct)
Active bibliography (related documents): More All
1.2: Comparison Of Different Neural Network Based Multi-User.. - Jeney, Levendovszky.. (2000) (Correct)
0.3: Hopfield Neural Network Implementation of the Optimal CDMA .. - Kechriotis, Manolakos (1996) (Correct)
0.3: A Technique for Mapping Optimization Solutions into Hardware - Timothy Brown Bell (Correct)
Similar documents based on text: More All
0.3: Multiuser Detection Techniques: An Overview - Xue, Weng, Le-Ngoc, Tahar (1998) (Correct)
0.2: Statistical Methods in Network Reliability Analysis - Jereb, Levendovszky.. (2000) (Correct)
0.2: Iterative Multiuser Detection, Macrodiversity Combining, and .. - Valenti, Woerner (2001) (Correct)
Related documents from co-citation: More All
5: Neural networks for multiuser detection in codedivision multiple-access communic.. (context) - Aazhang, Paris et al. - 1992
4: Cambridge University Press (context) - Verdu, Detection - 1998
4: Multistage detection in asynchronous code-division multiple-access communication.. (context) - Varanasi, Aazhang - 1990
BibTeX entry: (Update)
G. Jeney, J. Levendovszky, "Stochastic Hopfield Network for Multi-user Detection" Accepted to ECWT 2000, Paris http://citeseer.ist.psu.edu/jeney00stochastic.html More
@misc{ jeney00stochastic,
author = "G. Jeney and J. Levendovszky",
title = "Stochastic Hopfield Network for Multi-user Detection",
text = "G. Jeney, J. Levendovszky, Stochastic Hopfield Network for Multi-user Detection
Accepted to ECWT 2000, Paris",
year = "2000",
url = "citeseer.ist.psu.edu/jeney00stochastic.html" }
Citations (may not include all citations):268 Neurons with graded response have collective computational p.. (context) - Hopfield - 1984
254 Neural Computation of Decision in Optimization Problems (context) - Hopfield, Tank - 1985
176 Multistage Detection for Asynchronous Code-Division Multiple.. (context) - Varanasi, Aazhang - 1990
158 Cambridge University Press (context) - Verdu, Detection - 1998
146 Minimum probability of error for asynchronous Gaussian multi.. (context) - Verdu - 1986
5 Code Division Multiple Access Communications: Multi-user Det.. (context) - Teich, Seidl - 1996
3 Implementing the Optimal CDMA Multiuser Detector with Hopfie.. (context) - Kechriotis, Manolakos - 1993
2 To Implement the CDMA Multiuser Detector by Using Transientl.. (context) - Wang, He et al. - 1997
2 Multiuser detection in CDMA based on the annealed neural net.. (context) - Yoon, Rao - 1996
1 A Compact Neural Network Based CDMA Receiver for Multimedia .. (context) - Chen, Sheu et al. - 1996
1 Comparison of Different Neural Network Based Multi-user Dete.. - Jeney, Levendovszky et al. - 2000
1 A Hybrid Digital Signal Processing-Neural Network CDMA Mulit.. (context) - Kechriotis, Manolakos - 1996
1 the Multi-User Detection Using a Hopfield Network in Code Di.. (context) - Miyajima, Hasegawa et al. - 1993
1 Near Optimal Multi-user Detection Applying Stochastic Hopfie.. (context) - Jeney, Levendovszky et al.
The graph only includes citing articles where the year of publication is known.
Documents on the same site (http://www.mcl.hu/wcdma/publications.htm): More
Analysis of Extended OFDM-CDMA System - Balog, Balázs, Imre, Pap (2001) (Correct)
Simulation Tool For Odma Extension Of Umts System - Balázs, Hankó, Imre, Jeney, Pap (1999) (Correct)
Positive Operation Valued Measurement Based Multi-User.. - Imre, Balázs (2001) (Correct)
Online articles have much greater impact More about CiteSeer.IST Add search form to your site Submit documents Feedback
CiteSeer.IST - Copyright Penn State and NEC