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Rensselaer researchers Fenglei Fan, Ph.D., Rongjie Lai, and Ge Wang, Ph.D. have recently published a paper in the Journal of Machine Learning Research that explores the topological aspects of neural networks to better understand how to harness the power of AI. They found that analyzing the topology of artificial neural networks can help to convert one type of network into another to accomplish a given task, such as regression or classification. This research provides insight into how to best utilize AI for potential applications.