Proceedings of the International Workshop on Applications of Neural Networks to Telecommunications

Proceedings of the International Workshop on Applications of Neural Networks to Telecommunications

Bibliographic Details
Corporate Author: International Workshop on Applications of Neural Networks to Telecommunications (-)
Other Authors: Alspector, Joshua (-), Goodman, Rodney, Brown, Timothy X.
Format: eBook
Language:Inglés
Published: Hillsdale, N.J. : Lawrence Erlbaum Associates, Publishers 1993.
Series:Neural networks (International Neural Network Society)
Subjects:
Telecommunication systems > Data processing > Congresses.
Neural networks (Computer science) > Congresses.
Asynchronous transfer mode > Congresses.
See on Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009628141906719
Table of Contents:
  • Programmable VLSI neural Network Processors for Equalization of Digital Communication Channels / S.H. Bang, B.J. Sheu, J. Choi
  • An analog neural-network co-processor system for rapid prototyping of telecommunications applications / A. Jayakumar, J. Alspector
  • Improving conventional equalizers with neural networks / J. Cid-Sueiro, A.R. Figueiras-Vidal
  • Neural networks for adaptive equalization / T.X. Brown
  • Applications of learning techniques to network management / R. Goodman, B. Ambrose
  • A distributed reinforcement learning scheme for network routing / M. Littman, J. Boyan
  • Discovering the structure of a self-routing interconnection network with a recurrent neural network / M. Goudreau, C.L. Giles
  • Implementing the optimal CDMA multiuser detector with Hopfield neural networks / G. Kechriotis, E. Manolakos
  • Scheduling problems in radio networks using Hopfield networks / A. Jagota
  • A hybrid admission control scheme for broadband ATM traffic / E. Nordstrom
  • Neural networks for ATM multimedia traffic prediction / A. Tarraf, I. Habib, T. Saadawi
  • Table structure interpretation & neural network based text recognition for conversion of telephone company tabular drawings / A. Chhabra, S. Chandran, R. Kasturi
  • Arabic character recognition system using artificial neural network / A. Amin, H. Al-Sadoun
  • Constrained optimization for switching using neural networks / S. Amin, M. Gell
  • ATM cell scheduling for broadband switching systems by neural network / Y-K Park, V. Cherkassky, G. Lee
  • Using genetic algorithms to design constant weight codes / E Comellas, R. Roca
  • Bootstrap methods in neural network time series prediction / J. Connor
  • 16 kbps adaptive differential pulse code modulation of speech / S. Haykin, L. Li
  • Adapting-size neural network for character recognition on X-ray films
  • A. Hasegawa. [et al.]
  • Diagnosis of technical equipment using a Bayesian neural network / A. Holst and A. Lansner
  • A connectionist approach for incorporating continuous code churn into software reliability growth models / N. Karunanithi
  • Real-time identification of language from raw speech waveforms / S. Kwasny. [et al.]
  • CUBICORT : a simulation of a multicolumn model for 3D image analysis, understanding & compression for digital TV, HDTV & multimedia / P. Leray, Y. Burnod
  • Self-organizing finite state vector quantization for image coding / H. Liu, D. Yun
  • A learning model for adaptive network routing / T. Martinez, G. Rudolph
  • Multilayer perceptron based equalizers applied to nonlinear channels / M. Meyer, G. Pfeiffer
  • Quo Vadis : a framework for adaptive routing in very large communication networks / A. Mikler, J. Wong, V. Honavar
  • Hopfield optimization techniques applied to routing in computer networks / S. Neuhauser
  • ATM call control by neural networks / J.E. Neves, L.B. Almeida, M.J. Leitao
  • Channel equalization by distribution learning : the least relative entropy algorithm / M.K. Sonmez, T. Adali
  • Optimal traffic routing using self-organization principle / C-X Zhang
  • Prediction of access line growth / J. Connor
  • Toll-fraud detection / B.P. Yuhas
  • Multistage information filtering using cascaded neural networks / T. John
  • Temporal difference learning applied to continuous speech recognition / L.R. Leerink, M.A. Jabri
  • Vector quantization using tree-structured self-organizing feature maps / T-D. Chiueh, T-T Tang, L-G Chen
  • Identifying fault-prone software modules using connectionist networks / N. Karunanithi
  • Clone detection in telecommunications software systems : a neural net approach / S. Carter, R.J. Frank, D.S.W. Tansley
  • Learning index rules and adaptation functions for a communications network fault resolution system / L. Lewis, S. Sycamore
  • Using distributed neural networks to identify faults in switching systems / T. Sone
  • A neural network pre-processor for a fault diagnosis expert system / A. Chattell, J.B. Brook.

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