Vector field analysis of single layer feedback neural networks

Vector field analysis of single layer feedback neural networks

The vector field method of analysis of single-layer neural networks with feedback is presented. The method allows the generation of trajectories in E/sup n/ space. The trajectories provide complete dynamical solutions for all possible initial conditions, finite gain values of neurons, and parasitic...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Zurada, J.M., Kang, M.J., Aronhime, P.B.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Convergence
Displays
Equations
HEMTs
MODFETs
Neural networks
Neurofeedback
Neurons
Parasitic capacitance
Stochastic processes
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Beschreibung
Zusammenfassung:The vector field method of analysis of single-layer neural networks with feedback is presented. The method allows the generation of trajectories in E/sup n/ space. The trajectories provide complete dynamical solutions for all possible initial conditions, finite gain values of neurons, and parasitic conductances and capacitances which occur in actual electronic neural systems.< >
DOI:10.1109/MWSCAS.1990.140642