Stanislas Chambon

937 total citations · 1 hit paper
7 papers, 574 citations indexed

About

Stanislas Chambon is a scholar working on Cognitive Neuroscience, Signal Processing and Artificial Intelligence. According to data from OpenAlex, Stanislas Chambon has authored 7 papers receiving a total of 574 indexed citations (citations by other indexed papers that have themselves been cited), including 5 papers in Cognitive Neuroscience, 2 papers in Signal Processing and 2 papers in Artificial Intelligence. Recurrent topics in Stanislas Chambon's work include Sleep and Wakefulness Research (4 papers), EEG and Brain-Computer Interfaces (4 papers) and Time Series Analysis and Forecasting (2 papers). Stanislas Chambon is often cited by papers focused on Sleep and Wakefulness Research (4 papers), EEG and Brain-Computer Interfaces (4 papers) and Time Series Analysis and Forecasting (2 papers). Stanislas Chambon collaborates with scholars based in France and United States. Stanislas Chambon's co-authors include Pierrick J. Arnal, Alexandre Gramfort, Mathieu Galtier, Gilles Wainrib, Valentin Thorey, Emmanuel Mignot, Mounir Chennaoui, Eden Debellemanière, Damien Léger and Pierre Fillard and has published in prestigious journals such as Frontiers in Human Neuroscience, Journal of Neuroscience Methods and Journal of science and medicine in sport.

In The Last Decade

Stanislas Chambon

5 papers receiving 559 citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

A deep learning architecture for temporal sleep stage classification\n using multivariate and multimodal time series

2017 433 citations Stanislas Chambon, Mathieu Galtier et al. arXiv (Cornell University) profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Stanislas Chambon France	4	444	157	140	104	88	7	574
Tarek Lajnef Canada	14	572 1.3×	137 0.9×	68 0.5×	114 1.1×	55 0.6×	24	673
Sajad Mousavi United States	7	425 1.0×	113 0.7×	101 0.7×	67 0.6×	84 1.0×	17	587
Chih‐En Kuo Taiwan	14	608 1.4×	243 1.5×	155 1.1×	174 1.7×	175 2.0×	33	833
Khald A. I. Aboalayon United States	8	348 0.8×	139 0.9×	100 0.7×	106 1.0×	108 1.2×	11	431
Arnaud Sors Netherlands	2	267 0.6×	101 0.6×	80 0.6×	56 0.5×	59 0.7×	2	315
Mohammad Mikaeili Iran	10	296 0.7×	103 0.7×	47 0.3×	119 1.1×	84 1.0×	26	453
Bijoy Laxmi Koley India	7	240 0.5×	97 0.6×	161 1.1×	72 0.7×	138 1.6×	11	376
Farideh Ebrahimi Iran	10	442 1.0×	77 0.5×	48 0.3×	148 1.4×	144 1.6×	18	588
Sébastien Mirek France	4	267 0.6×	101 0.6×	83 0.6×	56 0.5×	59 0.7×	8	340
Sahbi Chaibi Tunisia	9	353 0.8×	80 0.5×	56 0.4×	96 0.9×	50 0.6×	16	421

Countries citing papers authored by Stanislas Chambon

Since Specialization

Citations

This map shows the geographic impact of Stanislas Chambon's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Stanislas Chambon with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Stanislas Chambon more than expected).

Fields of papers citing papers by Stanislas Chambon

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Stanislas Chambon. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Stanislas Chambon. The network helps show where Stanislas Chambon may publish in the future.

Co-authorship network of co-authors of Stanislas Chambon

This figure shows the co-authorship network connecting the top 25 collaborators of Stanislas Chambon. A scholar is included among the top collaborators of Stanislas Chambon based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Stanislas Chambon. Stanislas Chambon is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

7 of 7 papers shown

1.

Pacilè, Serena, et al.. (2022). Including temporal changes information to an AI system for breast cancer detection to reduce false positive rate. 10–10.

2.

Chambon, Stanislas, Valentin Thorey, Pierrick J. Arnal, Emmanuel Mignot, & Alexandre Gramfort. (2019). DOSED: A deep learning approach to detect multiple sleep micro-events in EEG signal. Journal of Neuroscience Methods. 321. 64–78. 50 indexed citations

3.

Debellemanière, Eden, Stanislas Chambon, Valentin Thorey, et al.. (2018). Performance of an Ambulatory Dry-EEG Device for Auditory Closed-Loop Stimulation of Sleep Slow Oscillations in the Home Environment. Frontiers in Human Neuroscience. 12. 88–88. 77 indexed citations

4.

Chambon, Stanislas, Valentin Thorey, Pierrick J. Arnal, Emmanuel Mignot, & Alexandre Gramfort. (2018). A Deep Learning Architecture to Detect Events in EEG Signals During Sleep. arXiv (Cornell University). 1–6.

5.

Chambon, Stanislas, Mathieu Galtier, & Alexandre Gramfort. (2018). Domain adaptation with optimal transport improves EEG sleep stage classifiers. 1–4. 11 indexed citations

6.

Chambon, Stanislas, Mathieu Galtier, Pierrick J. Arnal, Gilles Wainrib, & Alexandre Gramfort. (2017). A deep learning architecture for temporal sleep stage classification\n using multivariate and multimodal time series. arXiv (Cornell University). 433 indexed citations breakdown →

7.

Arnal, Pierrick J., Eden Debellemanière, Valentin Thorey, et al.. (2017). Auditory closed-loop stimulation to enhance sleep quality. Journal of science and medicine in sport. 20. S95–S95. 3 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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