The identification of nonlinear biological systems: Wiener and Hammerstein cascade models

Adaptive spatiotemporal receptive field estimation in the visual pathway

Neural Computation

Identification of Wiener systems with binary-valued output observations

Automatica (Journal of IFAC)

On the Identification of Wiener Systems Having Saturation-like Functions with Positive Slopes

Informatica

On the Identification of Hammerstein Systems Having Saturation-like Functions with Positive Slopes

Informatica

Maximum likelihood identification of Wiener models

Automatica (Journal of IFAC)

Blind maximum likelihood identification of Hammerstein systems

Automatica (Journal of IFAC)

A combined observer and filter based approach for the determination of unknown parameters

International Journal of Systems Science

Wiener and Hammerstein uncertain models identification

Mathematics and Computers in Simulation

Blind maximum-likelihood identification of wiener systems

IEEE Transactions on Signal Processing

Adaptive tracking and recursive identification for Hammerstein systems

Automatica (Journal of IFAC)

Feature selection in simple neurons: How coding depends on spiking dynamics

Neural Computation

An affine projection-based algorithm for identification of nonlinear Hammerstein systems

Signal Processing

Identification of Hammerstein Systems with Quantized Observations

SIAM Journal on Control and Optimization

System identification of Drosophila olfactory sensory neurons

Journal of Computational Neuroscience

Spectral inversion of second order Volterra models based on the blind identification of Wiener models

Signal Processing

A stable online self-constructing recurrent neural network

ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part III

Parameter bounds evaluation of Wiener models with noninvertible polynomial nonlinearities

Automatica (Journal of IFAC)

A simple approximation for fast nonlinear deconvolution

NOLISP'11 Proceedings of the 5th international conference on Advances in nonlinear speech processing

The system identification and control of Hammerstein system using non-uniform rational B-spline neural network and particle swarm optimization

Neurocomputing

Strong consistence of recursive identification for Wiener systems

Automatica (Journal of IFAC)

An approach for identification of uncertain Wiener systems

Mathematical and Computer Modelling: An International Journal

Identifying chaotic systems using Wiener and Hammerstein cascade models

Mathematical and Computer Modelling: An International Journal

Bounded error identification of Hammerstein systems through sparse polynomial optimization

Automatica (Journal of IFAC)

Fast extremum-seeking for Wiener-Hammerstein plants

Automatica (Journal of IFAC)

Finite model order accuracy in Hammerstein model estimation

Automatica (Journal of IFAC)

A system identification analysis of neural adaptation dynamics and nonlinear responses in the local reflex control of locust hind limbs

Journal of Computational Neuroscience

Fusion of hypothesis testing for nonlinearity detection in small time series

Signal Processing

Recursive identification of errors-in-variables Wiener systems

Automatica (Journal of IFAC)

Consistent identification of Wiener systems: A machine learning viewpoint

Automatica (Journal of IFAC)