Browsing by Author "Iizuka, Kunihiko"

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Comparative Performance Measures of Fuzzy ARTMAP, Learned Vector Quantization, and Back Propagation for Handwritten Character Recognition

Carpenter, Gail A.; Grossberg, Stephen; Iizuka, Kunihiko (Boston University Center for Adaptive Systems and Department of Cognitive and Neural Systems, 1992-02)

This article compares the performance of Fuzzy ARTMAP with that of Learned Vector Quantization and Back Propagation on a handwritten character recognition task. Training with Fuzzy ARTMAP to a fixed criterion used many ...
Neural Pattern Recognition on Multichannel Input Representation

Iizuka, Kunihiko (Boston University Center for Adaptive Systems and Department of Cognitive and Neural Systems, 1993-01)

This article presents a new neural pattern recognition architecture on multichannel data representation. The architecture emploies generalized ART modules as building blocks to construct a supervised learning system ...
Neural Pattern Recognition With Multi-Scale Pyramidal Coding and Selective Attention

Iizuka, Kunihiko (Boston University Center for Adaptive Systems and Department of Cognitive and Neural Systems, 1993-07)

A new neural network architecture for spatial patttern recognition using multi-scale pyramida1 coding is here described. The network has an ARTMAP structure with a new class of ART-module, called Hybrid ART-module, as its ...

Now showing items 1-3 of 3

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