Artificial Intelligence

    

Random Thoughts on Neural Networks from the Views of Data Space Transformation and Ensemble Classification

Authors: Qing Tian, Guangjun Tian

This manuscript sketch first describes neural networks’ effect from the perspective of data space transformation, which is transforming data in a complicated raw space into an easily (e.g. linearly) separable space. We use a simple paper wrapping example to illustrate this point. In addition, this sketch also discusses some similarities between neural networks and ensemble classification.

Comments: 4 Pages. In Chinese

Download: PDF

Submission history

[v1] 2020-03-22 21:53:07
[v2] 2021-11-19 17:17:28
[v3] 2023-03-17 02:54:10

Unique-IP document downloads: 454 times

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