Abstract: It has been shown that a nonmonotone neural network model can recognize spatiotemporal patterns without expanding them into spatial patterns. We improve the recognition ability of this model by introducing hidden neurons. We also show a simple method of training the hidden neurons. Computer simulation shows that this model can recognize complicated spatiotemporal patterns.
Keywords: Recognition, Spatiotemporal pattern, Nonmonotone neural network, Hidden neuron