Biomedical applications of parallel processing and artificial neural networks

The author reviews the ALOPEX algorithm and its complexities. Some examples of biomedical applications are given.<<ETX>>

[1]  Evangelia Micheli-Tzanakou,et al.  SPIKE RECOGNITION BY STROKE DENSITY FUNCTION CALCULATION. , 1985 .

[2]  S. V. D. Meer,et al.  Stochastic cooling and the accumulation of antiprotons. , 1985 .

[3]  Ivan Bruha,et al.  Need for knowledge-based subsystem in evoked potential neural-net recognition system , 1989, Images of the Twenty-First Century. Proceedings of the Annual International Engineering in Medicine and Biology Society,.

[4]  N. Metropolis,et al.  Equation of State Calculations by Fast Computing Machines , 1953, Resonance.

[5]  Judith E. Dayhoff A pulse transmission neural network architecture that recognizes patterns and temporally integrates , 1991, IJCNN-91-Seattle International Joint Conference on Neural Networks.

[6]  E. Micheli-Tzanakou,et al.  Neural Network Analysis Of Neuronal Spike-trains , 1990, [1990] Proceedings of the Twelfth Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[7]  Katsunori Shimohara,et al.  EMG pattern analysis and classification by neural network , 1989, Conference Proceedings., IEEE International Conference on Systems, Man and Cybernetics.

[8]  E. Micheli-Tzanakou,et al.  A pattern recognition application of the ALOPEX process with hexagonal arrays , 1989, International 1989 Joint Conference on Neural Networks.

[9]  M. Salganicoff,et al.  Unsupervised waveform classification for multi-neuron recordings: a real-time, software-based system. I. Algorithms and implementation , 1988, Journal of Neuroscience Methods.

[10]  R.N. Scott,et al.  The application of neural networks to myoelectric signal analysis: a preliminary study , 1990, IEEE Transactions on Biomedical Engineering.

[11]  P. A. Ramamoorthy,et al.  Signal modeling and prediction using neural networks , 1988, Neural Networks.

[12]  Q. Huang,et al.  Identification of firing patterns of neuronal signals , 1989, Proceedings of the 28th IEEE Conference on Decision and Control,.

[13]  E. Micheli-Tzanakou,et al.  An adaptive approach to spectral analysis of pattern-reversal visual potentials , 1989, IEEE Transactions on Biomedical Engineering.

[14]  J. Bell,et al.  A model of the nerve action potential , 1979 .

[15]  J W Moore,et al.  On numerical integration of the Hodgkin and Huxley equations for a membrane action potential. , 1974, Journal of theoretical biology.

[16]  H. Spekreijse,et al.  Principal components analysis for source localization of VEPs in man , 1987, Vision Research.

[17]  Judith E. Dayhoff Regularity properties in pulse transmission networks , 1990, 1990 IJCNN International Joint Conference on Neural Networks.

[18]  Daniel K. Hartline,et al.  Separation of multi-unit nerve impulse trains by a multi-channel linear filter algorithm , 1975, Brain Research.

[19]  E. Micheli-Tzanakou,et al.  Analysis Of Composite Neuronal Waveforms Into Their Consituents , 1990, [1990] Proceedings of the Twelfth Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[20]  J. Bezdek,et al.  FCM: The fuzzy c-means clustering algorithm , 1984 .

[21]  E Harth,et al.  Alopex: a stochastic method for determining visual receptive fields. , 1974, Vision research.

[22]  C. D. Gelatt,et al.  Optimization by Simulated Annealing , 1983, Science.

[23]  Bernard Widrow,et al.  Adaptive switching circuits , 1988 .

[24]  E Micheli-Tzanakou,et al.  An adaptive approach to spectral analysis of pattern-reversal visual evoked potentials. , 1989, IEEE transactions on bio-medical engineering.

[25]  E. Micheli-Tzanakou,et al.  The use of the ALOPEX process in extracting normal and abnormal visual evoked potentials , 1990, IEEE Engineering in Medicine and Biology Magazine.

[26]  E. Harth,et al.  Dynamics of Alopex Process: Application to Optimization Problems , 1988 .

[27]  Geoffrey E. Hinton,et al.  OPTIMAL PERCEPTUAL INFERENCE , 1983 .

[28]  M. Abeles,et al.  Multispike train analysis , 1977, Proceedings of the IEEE.