Search mechanisms for Adaptive Resonance Theory (ART) architectures

Author(s): Carpenter, G.A. | Grossberg, S. |

Year: 1989

Citation: Proceedings of the IEEE/INNS International Joint Conference on Neural Networks, I, 201-205.

Abstract: A model to implement search in neural network hierarchies is outlined. The system models elementary properties of the chemical synapse, such as transmitter accumulation, depletion, and modulation. The search mechanism is embedded in an adaptive resonance theory (ART) architecture

Topics: Machine Learning, Models: ART 1, ART 2 / Fuzzy ART,

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