Functional loops: Monitoring functional organization of deep neural networks using algebraic topology-Reference-Cited by-同舟云学术

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Functional loops: Monitoring functional organization of deep neural networks using algebraic topology

Published:2024-06 Issue: Volume:174 Page:106239
ISSN:0893-6080
Container-title:Neural Networks
language:en
Short-container-title:Neural Networks

Author:

Zhang Ben,Lin Hongwei^ORCID

Funder

National Key Research and Development Program of China

National Natural Science Foundation of China

Publisher

Elsevier BV

Reference28 articles.

1. The framed morse complex and its invariants;Barannikov;Advances in Soviet Mathematics,1994

2. Manifold topology divergence: A framework for comparing data manifolds;Barannikov,2021

3. Practical recommendations for gradient-based training of deep architectures;Bengio,2012

4. Higher-order networks;Bianconi,2021

5. Exposition and interpretation of the topology of neural networks;Brüel Gabrielsson,2019

Cited by 2 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. A comprehensive review of deep neural network interpretation using topological data analysis;Neurocomputing;2024-12

2. Fractional Order Stochastic Gradient Descent Method with Momentum and Energy for Deep Neural Networks;2024

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