Title :
Quantum neurodynamics: neural stochastic filtering with the Schroedinger equation
Author :
Dawes, Robert L.
Author_Institution :
Martingale Research Corp., Allen, TX, USA
Abstract :
Quantum neurodynamics (QND) is both a neurocomputing architecture for spatiotemporal filtering and an explicit mathematical model for biological neural systems. As a spatiotemporal filter, QND constructs a nonparametric time-varying probability density function for the state of an observed system through the use of the Schroedinger equation of quantum mechanics in a predictor-error-corrector loop. As a biological model, QND provides an essential role for the glial matrix and details the interaction between glia and neurons in the cognitive processing of dynamic information streams
Keywords :
Schrodinger equation; filtering and prediction theory; neural nets; neurophysiology; physiological models; quantum theory; Schroedinger equation; biological model; biological neural systems; cognitive processing; dynamic information streams; glia; glial matrix; neural stochastic filtering; neurocomputing architecture; neuroglia-neuron interaction; nonparametric time-varying probability density function; predictor-error-corrector loop; quantum mechanics; quantum neurodynamics; spatiotemporal filter; spatiotemporal filtering; Equations; Filtering; Filters; Mathematical model; Neurodynamics; Probability density function; Quantum mechanics; Spatiotemporal phenomena; Stochastic processes; Time varying systems;
Conference_Titel :
Neural Networks, 1992. IJCNN., International Joint Conference on
Conference_Location :
Baltimore, MD
Print_ISBN :
0-7803-0559-0
DOI :
10.1109/IJCNN.1992.287237
