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An all-optical neuron with sigmoid activation function.
Mourgias-Alexandris G, Tsakyridis A, Passalis N, Tefas A, Vyrsokinos K, Pleros N. Mourgias-Alexandris G, et al. Among authors: tefas a. Opt Express. 2019 Apr 1;27(7):9620-9630. doi: 10.1364/OE.27.009620. Opt Express. 2019. PMID: 31045111 Free article.
Dimensionality Reduction Using Similarity-Induced Embeddings.
Passalis N, Tefas A. Passalis N, et al. Among authors: tefas a. IEEE Trans Neural Netw Learn Syst. 2018 Aug;29(8):3429-3441. doi: 10.1109/TNNLS.2017.2728818. Epub 2017 Aug 8. IEEE Trans Neural Netw Learn Syst. 2018. PMID: 28796623
Unsupervised Knowledge Transfer Using Similarity Embeddings.
Passalis N, Tefas A. Passalis N, et al. Among authors: tefas a. IEEE Trans Neural Netw Learn Syst. 2019 Mar;30(3):946-950. doi: 10.1109/TNNLS.2018.2851924. Epub 2018 Jul 24. IEEE Trans Neural Netw Learn Syst. 2019. PMID: 30047908
Noise-resilient and high-speed deep learning with coherent silicon photonics.
Mourgias-Alexandris G, Moralis-Pegios M, Tsakyridis A, Simos S, Dabos G, Totovic A, Passalis N, Kirtas M, Rutirawut T, Gardes FY, Tefas A, Pleros N. Mourgias-Alexandris G, et al. Among authors: tefas a. Nat Commun. 2022 Sep 23;13(1):5572. doi: 10.1038/s41467-022-33259-z. Nat Commun. 2022. PMID: 36151214 Free PMC article.
33 results