2 papers
cs.LG2025
A Differential Manifold Perspective and Universality Analysis of Continuous Attractors in Artificial Neural Networks
Shaoxin Tian, Hongkai Liu, Yuying Yang +5
Continuous attractors are critical for information processing in both biological and artificial neural systems, with implications for spatial navigation, memory, and deep learning…
cs.LG2022
Deep Dictionary Learning with An Intra-class Constraint
Xia Yuan, Jianping Gou, Baosheng Yu +2
In recent years, deep dictionary learning (DDL)has attracted a great amount of attention due to its effectiveness for representation learning and visual recognition.~However, most…