A review on generative Boltzmann networks applied to dynamic systems

Autor: Vincent Vigneron, Jean Lerbet, Hsin Chen, Rémi Souriau

Publikováno v: Mechanical Systems and Signal Processing
Mechanical Systems and Signal Processing, Elsevier, 2021, 147, pp.107072. ⟨10.1016/j.ymssp.2020.107072⟩
Mechanical Systems and Signal Processing, 2021, 147, pp.107072. ⟨10.1016/j.ymssp.2020.107072⟩

International audience; The modelling of dynamic system is a challenging problem in a large number of applications like prediction, bio-data modelling, computer vision or time-series processing. To face the complexity and the non-linearity of data, n

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::121160aa48732a587d99ee859d8503ea
https://hal.archives-ouvertes.fr/hal-02901415

Probit latent variables estimation for a gaussian process classifier: Application to the detection of high-voltage spindles

Autor: Vincent Vigneron, Rémi Souriau, Jean Lerbet, Hsin-Chen Chen

Publikováno v: Lecture notes in computer science
14th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2018)
14th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2018), Jul 2018, Guildford, United Kingdom. pp.514--523, ⟨10.1007/978-3-319-93764-9_47⟩
Latent Variable Analysis and Signal Separation ISBN: 9783319937632
LVA/ICA

The Deep Brain Stimulation (DBS) is a surgical procedure efficient to relieve symptoms of some neurodegenerative disease like the Parkinson’s disease (PD). However, apply permanently the deep brain stimulation due to the lack of possible control le

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2c65bf2f197e9674c0a58ab30ede61de
https://hal.science/hal-01825469/file/LVA_ICA_2018.pdf