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cs.AI2023★ 1 cited
Dynamical Equations With Bottom-up Self-Organizing Properties Learn Accurate Dynamical Hierarchies Without Any Loss Function
Danilo Vasconcellos Vargas, Tham Yik Foong, Heng Zhang
Self-organization is ubiquitous in nature and mind. However, machine learning and theories of cognition still barely touch the subject. The hurdle is that general patterns are diff…
cs.AI2018★ 11 cited
Novelty-organizing team of classifiers in noisy and dynamic environments
Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata
In the real world, the environment is constantly changing with the input variables under the effect of noise. However, few algorithms were shown to be able to work under those circ…