Learning Hierarchically-Structured Concepts II: Overlapping Concepts, and Networks with Feedback
نویسندگان
چکیده
We continue our study from Lynch and Mallmann-Trenn (Neural Networks, 2021), of how concepts that have hierarchical structure might be represented in brain-like neural networks, these representations used to recognize the concepts, learned. In we considered simple tree-structured feed-forward layered networks. Here extend model two ways: allow limited overlap between children different networks include feedback edges. For more general cases, describe analyze algorithms for recognition learning.
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ژورنال
عنوان ژورنال: Lecture Notes in Computer Science
سال: 2023
ISSN: ['1611-3349', '0302-9743']
DOI: https://doi.org/10.1007/978-3-031-32733-9_4