Stacked Contractive Auto-Encoders Application in Identification of Pharmaceuticals

GAN Bo-rui; YANG Hui-hua; ZHANG Wei-dong; FENG Yan-chun; YIN Li-hui; HU Chang-qin

doi:10.3964/j.issn.1000-0593(2019)01-0096-07

Journals >Spectroscopy and Spectral Analysis >Volume 39 >Issue 1 >Page 96 > Article

Spectroscopy and Spectral Analysis
Vol. 39, Issue 1, 96 (2019)

Stacked Contractive Auto-Encoders Application in Identification of Pharmaceuticals

GAN Bo-rui^1、*, YANG Hui-hua^1、2, ZHANG Wei-dong¹, FENG Yan-chun³, YIN Li-hui³, and HU Chang-qin³

Author Affiliations

¹[in Chinese]

²[in Chinese]

³[in Chinese]

show less

DOI: 10.3964/j.issn.1000-0593(2019)01-0096-07 Cite this Article

GAN Bo-rui, YANG Hui-hua, ZHANG Wei-dong, FENG Yan-chun, YIN Li-hui, HU Chang-qin. Stacked Contractive Auto-Encoders Application in Identification of Pharmaceuticals[J]. Spectroscopy and Spectral Analysis, 2019, 39(1): 96 Copy Citation Text

show less

References

[2] Fontalvo-GóMez M, Colucci J A, Velez N, et al. Applied Spectroscopy, 2013, 67(10): 1142.

[3] Deconinck E, Sacré P Y, Coomans D, et al. Journal of Pharmaceutical & Biomedical Analysis, 2012, 57(1): 68.

[4] Zou T T, Dou Y, Wang Y, et al. Science & Technology of Food Industry, 2013, 17: 317.

[5] Lecun Y, Bengio Y, Hinton G. Nature, 2015, 521(7553): 436.

[6] Krizhevsky A, Sutskever I, Hinton G E. International Conference on Neural Information Processing Systems Curran Associates Inc., 2012. 1097.

[7] Cho K, Merrienboer B V, Gulcehre C, et al. Arxiv Preprint Arxiv, 2014, 1406: 1078.

[8] Sutskever Ilya, Vinyals O, Le Q V. Foundations & Trends in Signal Processing, 2014, 7(3): 197.

[9] Deng L, Yu D. Foundations & Trends in Signal Processing, 2014, 7(3): 197.

[10] Rifai S, Vincent P, Muller X, et al. Proceedings of the 28th International Conference on International Conference on Machine Learning. Omnipress, 2011. 833.

Download Citation

Save the article for my favorites

Paper Information