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Neuromemristive Circuits for Edge Computing: A Review.
Krestinskaya O, James AP, Chua LO. Krestinskaya O, et al. IEEE Trans Neural Netw Learn Syst. 2020 Jan;31(1):4-23. doi: 10.1109/TNNLS.2019.2899262. Epub 2019 Mar 14. IEEE Trans Neural Netw Learn Syst. 2020. PMID: 30892238
Who is the Winner? Memristive-CMOS Hybrid Modules: CNN-LSTM Versus HTM.
Smagulova K, Krestinskaya O, James A. Smagulova K, et al. Among authors: krestinskaya o. IEEE Trans Biomed Circuits Syst. 2020 Apr;14(2):164-172. doi: 10.1109/TBCAS.2019.2956435. Epub 2019 Nov 28. IEEE Trans Biomed Circuits Syst. 2020. PMID: 31794405
Memristive GAN in Analog.
Krestinskaya O, Choubey B, James AP. Krestinskaya O, et al. Sci Rep. 2020 Apr 3;10(1):5838. doi: 10.1038/s41598-020-62676-7. Sci Rep. 2020. PMID: 32246103 Free PMC article.
Hardware implementation of memristor-based artificial neural networks.
Aguirre F, Sebastian A, Le Gallo M, Song W, Wang T, Yang JJ, Lu W, Chang MF, Ielmini D, Yang Y, Mehonic A, Kenyon A, Villena MA, Roldán JB, Wu Y, Hsu HH, Raghavan N, Suñé J, Miranda E, Eltawil A, Setti G, Smagulova K, Salama KN, Krestinskaya O, Yan X, Ang KW, Jain S, Li S, Alharbi O, Pazos S, Lanza M. Aguirre F, et al. Among authors: krestinskaya o. Nat Commun. 2024 Mar 4;15(1):1974. doi: 10.1038/s41467-024-45670-9. Nat Commun. 2024. PMID: 38438350 Free PMC article. Review.