Old Publications

     (Other publications)

Theory

  1. J. Ghosh and K. Tumer, "Structural Adaptation and Generalization in Supervised Feedforward Networks", Jl. of Artificial Neural Networks, 1(4), 1994, pp. 431-458. Abstract , Compressed Postscript
  2. S.V. Chakravarthy and J. Ghosh, "A Neural Network based Associative Memory for Storing Complex-valued Patterns", 1994 IEEE Int'l Conf. on Systems, Man and Cybernetics, San Antonio, Oct, 1994, pp. 2213-2218. Compressed Postscript
  3. J. Ghosh and S.V. Chakravarthy, "The Rapid Kernel Classifier: A Link Between the Self-Organizing Feature Map and the Radial Basis Function Network", Jl. of Intelligent Material Systems and Structures, (spl. issue on Neural Networks), Vol. 5, No. 2, March 1994, pp. 211-219. Abstract , Compressed Postscript
  4. H.-J. Chang and J. Ghosh, "Pattern Association and Retrieval in a Continuous Neural System", Biological Cybernetics, Vol 69, No. 1, 1993, pp. 77-86. Abstract , Compressed Postscript
  5. H.-J. Chang, J. Ghosh and K. Liano, "A Macroscopic Model of Neural Ensembles: Learning Induced Oscillation in a Cell Assembly", Int'l Jl. of Neural Systems, Vol 3, No. 2, Sept. 1992, pp. 179-198. Abstract , Compressed Postscript
  6. J. Ghosh and Y. Shin, "Efficient Higher Order Neural Networks for Classification and Function Approximation", Int'l Jl. of Neural Systems , Vol 3, No. 4, 1992, pp. 323-350. Abstract , Compressed Postscript

Applications

  1. J. Ghosh and L. Deuser, "Classification of Spatio-temporal Patterns with Applications to Recognition of Sonar Sequences", in Neural Representation of Temporal Patterns, E. Covey, H. Hawkins, T. McMullen and R. Port (Eds.), 1995, pp. 221-250. Abstract , Compressed Postscript
  2. J. Ghosh, S. Beck and L. Deuser, "A Neural Network Based Hybrid System for Detection, Characterization and Classification of Short-Duration Oceanic Signals", IEEE Jl. of Ocean Engineering, Vol 17, No. 4, October 1992, pp. 351-363. Abstract , Compressed Postscript

Last Updated: August 21, 2002