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 ...
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 ...
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 ...
