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- Randy P. Broussard, Steven K. Rogers, Mark E. Oxley, Gregory L. Tarr
- IEEE Trans. Neural Networks
- 1999

This paper presents the first physiologically motivated pulse coupled neural network (PCNN)-based image fusion network for object detection. Primate vision processing principles, such as expectation driven filtering, state dependent modulation, temporal synchronization, and multiple processing paths are applied to create a physiologically motivated image… (More)

- Kevin L. Priddy, Steven K. Rogers, Dennis W. Ruck, Gregory L. Tarr, Matthew Kabrisky
- Neurocomputing
- 1993

This paper presents a probability of error based method of determining the saliency (usefulness) of input features and hidden nodes. We show that the partial derivative of the output nodes with respect to a given input feature yields a sensitivity measure for the probability of error. This partial derivative provides a saliency metric for determining the… (More)

- Gregory L. Tarr, Steven K. Rogers, Matthew Kabrisky
- International 1989 Joint Conference on Neural…
- 1989

Summary form only given, as follows. Artificial neural network topologies which use both self-organization and supervised learning are discussed. Aberrations in counterpropagation are shown. A hybrid-network is developed and shown to be more efficient than backward error propagation alone for the tactical target recognition problem considered. The hybrid… (More)

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