Article
Beyond Deep Learning—Space, Time, and Emergence
2023-11-03
Abstract excerpt
In this perspective article, we ponder topographical enhancements of artificial neural networks. In our recent paper in JMLR, we proved a quasi-equivalence between the network width and depth and also discussed the power of intra-links, which can be viewed as network height. In 1982, Hopfield published a network to model human associative memory, which contains many loops for dynamic evolution toward fixed points....
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Identifiers and source
- Literature Corpus work
- 4259a02e-9e3f-5838-84e8-b39530b1edc1
- DOI
- 10.20944/preprints202311.0250.v1