Brunel, Nicolas
- MAPIE: an open-source library for distribution-free uncertainty quantification
2022/07/25 by Taquet, Vianney, Blot, Vincent, Morzadec, Thomas +2 · 4 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Forgetting leads to chaos in attractor networks
2021/11/30 by Pereira-Obilinovic, Ulises, Aljadeff, Johnatan, Brunel, Nicolas · 3 citations
#Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Biological sciences #FOS: Physical sciences #Neurons and Cognition (q-bio.NC)
- Robust PCA for Anomaly Detection and Data Imputation in Seasonal Time Series
2022/08/03 by Hong-Lan Botterman, Julien Roussel, Botterman, Hong-Lan +7 · 2 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Blind Source Separation Techniques #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Emergence of irregular activity in networks of strongly coupled conductance-based neurons
2020/09/25 by Sanzeni, Alessandro, Histed, Mark H, Brunel, Nicolas · 1 citation
#Biological Physics (physics.bio-ph) #FOS: Biological sciences #FOS: Physical sciences #Neurons and Cognition (q-bio.NC)
- Curvature and Torsion estimation of 3D functional data: A geometric approach to build the mean shape under the Frenet Serret framework
2022/03/04 by Juhyun Park, Park, Juhyun, Nicolas J-B. Brunel +3 · 1 citation
Environmental Science · Mathematics · #FOS: Computer and information sciences #Forest ecology and management #Methodology (stat.ME) #Morphological variations and asymmetry #Statistical and numerical algorithms
- Impact of dendritic non-linearities on the computational capabilities of neurons
2024/07/10 by Clarissa Lauditi, Enrico M. Malatesta, Lauditi, Clarissa +9 · 1 citation
Computer Science · Physics and Astronomy · Neuroscience · #Neural Networks and Applications #Force Microscopy Techniques and Applications #Neural dynamics and brain function