Assessing Neuron Response to External Stimuli with a Data-Driven Procedure for Spike Train Extraction and GAMLSS Regressions

Francesco Barile; Silvia Dallari; Carlotta Pacifici; Bettina Grün

doi:10.1007/978-3-031-70638-7_3

Assessing Neuron Response to External Stimuli with a Data-Driven Procedure for Spike Train Extraction and GAMLSS Regressions

Francesco Barile, Silvia Dallari, Carlotta Pacifici^*, Bettina Grün

^*Corresponding author for this work

Institute for Statistics and Mathematics

Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings

Original language	English
Title of host publication	Advances in Neural Data Science
Editors	Antonio Canale, Alessandra Luati, Stefano Mazzuco, Raffaella Piccarreta, Nicola Sartori, Piercesare Secchi
Place of Publication	Cham
Publisher	Springer Nature Switzerland AG
Pages	35-55
ISBN (Electronic)	978-3-031-70638-7
ISBN (Print)	978-3-031-70637-0
DOIs	https://doi.org/10.1007/978-3-031-70638-7_3
Publication status	Published - 2025

Publication series

Series	Springer Proceedings in Mathematics and Statistics
Volume	475
ISSN	2194-1009

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Barile, F., Dallari, S., Pacifici, C., & Grün, B. (2025). Assessing Neuron Response to External Stimuli with a Data-Driven Procedure for Spike Train Extraction and GAMLSS Regressions. In A. Canale, A. Luati, S. Mazzuco, R. Piccarreta, N. Sartori, & P. Secchi (Eds.), Advances in Neural Data Science (pp. 35-55). Springer Nature Switzerland AG. https://doi.org/10.1007/978-3-031-70638-7_3

Barile, Francesco ; Dallari, Silvia ; Pacifici, Carlotta et al. / Assessing Neuron Response to External Stimuli with a Data-Driven Procedure for Spike Train Extraction and GAMLSS Regressions. Advances in Neural Data Science. editor / Antonio Canale ; Alessandra Luati ; Stefano Mazzuco ; Raffaella Piccarreta ; Nicola Sartori ; Piercesare Secchi. Cham : Springer Nature Switzerland AG, 2025. pp. 35-55 (Springer Proceedings in Mathematics and Statistics, Vol. 475).

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Barile, F, Dallari, S, Pacifici, C & Grün, B 2025, Assessing Neuron Response to External Stimuli with a Data-Driven Procedure for Spike Train Extraction and GAMLSS Regressions. in A Canale, A Luati, S Mazzuco, R Piccarreta, N Sartori & P Secchi (eds), Advances in Neural Data Science. Springer Nature Switzerland AG, Cham, Springer Proceedings in Mathematics and Statistics, vol. 475, pp. 35-55. https://doi.org/10.1007/978-3-031-70638-7_3

Assessing Neuron Response to External Stimuli with a Data-Driven Procedure for Spike Train Extraction and GAMLSS Regressions. / Barile, Francesco; Dallari, Silvia; Pacifici, Carlotta et al.
Advances in Neural Data Science. ed. / Antonio Canale; Alessandra Luati; Stefano Mazzuco; Raffaella Piccarreta; Nicola Sartori; Piercesare Secchi. Cham: Springer Nature Switzerland AG, 2025. p. 35-55 (Springer Proceedings in Mathematics and Statistics, Vol. 475).

Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings

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AU - Pacifici, Carlotta

AU - Grün, Bettina

PY - 2025

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A2 - Secchi, Piercesare

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Barile F, Dallari S, Pacifici C, Grün B. Assessing Neuron Response to External Stimuli with a Data-Driven Procedure for Spike Train Extraction and GAMLSS Regressions. In Canale A, Luati A, Mazzuco S, Piccarreta R, Sartori N, Secchi P, editors, Advances in Neural Data Science. Cham: Springer Nature Switzerland AG. 2025. p. 35-55. (Springer Proceedings in Mathematics and Statistics, Vol. 475). doi: 10.1007/978-3-031-70638-7_3