Finding Structure in Time by Jeff Elman, Department of Linguistics, UC San Diego Paper: Rules and Regularities in the Acquisition of the English Past Tense by Virginia Marchman, Department of Psychology, UC Berkeley and UC San Diego

In the modeling of vision systems of biological organisms, one of the important features is the ability to sense motion (BorgGraham et al. 1992, Huntsberger 1995, Klauber 1997, Missler and Kamangar 1995, Rosenberg and Ariel 1991). Motion is sensed by animals through neurons that receive input over some area of the field of view (Newman et al. 1982 and Rosenberg and Ariel 1991). For such a neuro...

We perform an analytic and experimental study of line iterative methods for solving linear systems arising from finite difference discretizations of non-self-adjoint elliptic partial differential equations on two-dimensional domains. The methods consist of performing one step of cyclic reduction, followed by solution of the resulting reduced system by line relaxation. We augment previous analys...

The goal of this paper is to present interesting way how to model and predict nonlinear systems using recurrent neural network. This type of artificial neural networks is underestimated and marginalized. Nevertheless, it offers superior modelling features at reasonable computational costs. This contribution is focused on Elman Neural Network, two-layered recurrent neural network. The abilities ...

Forecasting is an important data analysis technique that aims to study historical data in order to explore and predict its future values. In fact, to forecast, different methods have been tested and applied from regression to neural network models. In this research, we proposed Elman Recurrent Neural Network (ERNN) to forecast the Mackey-Glass time series elements. Experimental results show tha...

The main Jurassic coal seams of the Ordos Basin northwest mining area have special hosting conditions and complex hydrogeological conditions, high-intensity is likely to cause groundwater loss negative effects on surface ecological environment. research was aimed at predicting height water-flowing fractured zone (WFFZ) in that gave instructions for avoiding water inrush accidents realizing dama...