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Explanation-Based Neural Network Learning

A Lifelong Learning Approach

Autori

292 stránok

Viac o knihe

Focusing on lifelong learning, the book explores how learners encounter diverse tasks that create synergy among their experiences. It introduces explanation-based neural network learning (EBNN), a machine learning algorithm designed to leverage knowledge from previous tasks to enhance generalization in new ones. By utilizing accumulated domain knowledge, EBNN achieves more accurate generalization with less data compared to other methods, making it a powerful tool in machine learning.

Parametre

ISBN
9780792397168
Vydavateľstvo
Springer US

Kategórie

Variant knihy

1996, pevná

Nákup knihy

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