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- Browsing Cognitive & Neural Systems by Subject
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Browsing Cognitive & Neural Systems by Subject "Classification"
Now showing items 1-4 of 4
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(Boston University Center for Adaptive Systems and Department of Cognitive and Neural Systems, 1996-10)This paper documents an effort to design and implement a neural network-based, automatic classification system which dynamically constructs and trains a decision tree. The system is a combination of neural network and ...
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(Boston University Center for Adaptive Systems and Department of Cognitive and Neural Systems, 2009-03)Do humans and animals learn exemplars or prototypes when they categorize objects and events in the world? How are different degrees of abstraction realized through learning by neurons in inferotemporal and prefrontal cortex? ...
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(Boston University Center for Adaptive Systems and Department of Cognitive and Neural Systems, 1999-02)We obtain a bound on the expected error rate of the fuzzy ARTMAP neural network employed as a classifier. This bound is based on leave-one-out estimation of the classification error, and is analogous to a bound on the ...
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(Boston University Center for Adaptive Systems and Department of Cognitive and Neural Systems, 1994-10)An incremental, nonparametric probability estimation procedure using the fuzzy ARTMAP neural network is introduced. In slow-learning mode, fuzzy ARTMAP searches for patterns of data on which to build ever more accurate ...
Now showing items 1-4 of 4
