The kernel identification method (1910-1977)-review of theory, calculation, application, and interpretation

DOI10.1016/0025-5564(77)90091-8zbMath0373.92001OpenAlexW2010057591MaRDI QIDQ1245173

George K. Hung, Lawrence W. Stark

Publication date: 1977

Published in: Mathematical Biosciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/0025-5564(77)90091-8

Mathematics Subject Classification ID

General biology and biomathematics (92B05) Research exposition (monographs, survey articles) pertaining to biology (92-02) History of biology (92-03)

Related Items

Identification of MGB cells by Volterra kernels. II. Towards a functional classification of cells, On estimation of errors caused by non-linear undermodelling in system identification, Characterization of abrupt nonlinearity by the Volterra-Fourier method, Prediction of linear and non-linear responses of MGB neurons by system identification methods, The spectro-temporal receptive field. A functional characteristic of auditory neurons, Identification of MGB cells by Volterra kernels. I. Prediction of responses to species specific vocalizations, Quadratic system identification: a statistical framework for the paired-pulse paradigm, Identification of a class of non-linear systems with gaussian non-white inputs, Structural identification of quadratic block-oriented models based on estimated Volterra kernels, Theory of nonlinear systems, Parameter estimation in underdetermined problems

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Identification of nonlinear systems using random impulse train inputs
• Kernel method for nonlinear analysis: Identification of a biological control system
• Identification of synaptic interactions
• The orthogonal development of non-linear functionals in series of Fourier-Hermite functionals
• The Estimation of "Transfer Functions" of Quadratic Systems
• The design of nonlinear filters and control systems. Part 1
• Measuring the Association of Point Processes: A Case History
• An Algorithm for the Machine Calculation of Complex Fourier Series
• The identification of polynomial systems by means of higher order spectra
• Measuring the Wiener kernels of a non-linear system using the fast Fourier transform algorithm