Peterfreund, Erez; Lindenbaum, Ofir; Coifman, Ronald R. Local conformal autoencoder for standardized data coordinates. (English) Zbl 1485.68234 Proc. Natl. Acad. Sci. USA 117, No. 49, 30919 (2020). MSC: 68T07 62R30 PDFBibTeX XMLCite \textit{E. Peterfreund} et al., Proc. Natl. Acad. Sci. USA 117, No. 49, 30919 (2020; Zbl 1485.68234) Full Text: DOI
Sejnowski, Terrence J. The unreasonable effectiveness of deep learning in artificial intelligence. (English) Zbl 1485.68237 Proc. Natl. Acad. Sci. USA 117, No. 48, 30033-30038 (2020). MSC: 68T07 PDFBibTeX XMLCite \textit{T. J. Sejnowski}, Proc. Natl. Acad. Sci. USA 117, No. 48, 30033--30038 (2020; Zbl 1485.68237) Full Text: DOI arXiv
Kunda, Maithilee AI, visual imagery, and a case study on the challenges posed by human intelligence tests. (English) Zbl 1485.68208 Proc. Natl. Acad. Sci. USA 117, No. 47, 29391 (2020). MSC: 68T01 PDFBibTeX XMLCite \textit{M. Kunda}, Proc. Natl. Acad. Sci. USA 117, No. 47, 29391 (2020; Zbl 1485.68208) Full Text: DOI
Radhakrishnan, Adityanarayanan; Belkin, Mikhail; Uhler, Caroline Overparameterized neural networks implement associative memory. (English) Zbl 1485.68236 Proc. Natl. Acad. Sci. USA 117, No. 44, 27163 (2020). MSC: 68T07 68P20 92B20 PDFBibTeX XMLCite \textit{A. Radhakrishnan} et al., Proc. Natl. Acad. Sci. USA 117, No. 44, 27163 (2020; Zbl 1485.68236) Full Text: DOI arXiv
Maoz, Ori; Tkačik, Gašper; Schneidman, Elad Learning probabilistic neural representations with randomly connected circuits. (English) Zbl 1485.92011 Proc. Natl. Acad. Sci. USA 117, No. 40, 25067 (2020). MSC: 92B20 PDFBibTeX XMLCite \textit{O. Maoz} et al., Proc. Natl. Acad. Sci. USA 117, No. 40, 25066--25073 (2020; Zbl 1485.92011) Full Text: DOI
Saul, Lawrence K. A tractable latent variable model for nonlinear dimensionality reduction. (English) Zbl 1485.68241 Proc. Natl. Acad. Sci. USA 117, No. 27, 15403-15408 (2020). MSC: 68T09 62H12 PDFBibTeX XMLCite \textit{L. K. Saul}, Proc. Natl. Acad. Sci. USA 117, No. 27, 15403--15408 (2020; Zbl 1485.68241) Full Text: DOI
Yu, Bin; Kumbier, Karl Veridical data science. (English) Zbl 1456.62321 Proc. Natl. Acad. Sci. USA 117, No. 8, 3920-3929 (2020). MSC: 62R07 62P10 62-11 PDFBibTeX XMLCite \textit{B. Yu} and \textit{K. Kumbier}, Proc. Natl. Acad. Sci. USA 117, No. 8, 3920--3929 (2020; Zbl 1456.62321) Full Text: DOI arXiv
Cacciatore, Stefano; Luchinat, Claudio; Tenori, Leonardo Knowledge discovery by accuracy maximization. (English) Zbl 1359.62233 Proc. Natl. Acad. Sci. USA 111, No. 14, 5117-5122 (2014). MSC: 62H30 68T10 91F10 PDFBibTeX XMLCite \textit{S. Cacciatore} et al., Proc. Natl. Acad. Sci. USA 111, No. 14, 5117--5122 (2014; Zbl 1359.62233) Full Text: DOI
Saremi, Saeed; Sejnowski, Terrence J. Hierarchical model of natural images and the origin of scale invariance. (English) Zbl 1292.91152 Proc. Natl. Acad. Sci. USA 110, No. 8, 3071-3076 (2013). MSC: 91E30 68T45 PDFBibTeX XMLCite \textit{S. Saremi} and \textit{T. J. Sejnowski}, Proc. Natl. Acad. Sci. USA 110, No. 8, 3071--3076 (2013; Zbl 1292.91152) Full Text: DOI