Authors: Scott Greenhorn, VĂ©ronique Coizet, Victor Dupuit, Bruno Fernandez, Guillaume Bres, Arnaud Claudel, Pierre Gasner, Jan M. Warnking, Emmanuel L. Barbier, CĂ©cile Delacour
arXiv
Current techniques of neuroimaging, including electrical devices, are either of low spatiotemporal resolution or invasive, impeding multiscale monitoring of brain activity at both single cell and netw...
Authors: Sindy Löwe, Francesco Locatello, Max Welling
arXiv
In human cognition, the binding problem describes the open question of how the brain flexibly integrates diverse information into cohesive object representations. Analogously, in machine learning, the...
Authors: X. Xiao, P. Chen, X. Cao, K. Liu, L. Deng, D. Zhao, Z. Chen, Q. Deng, F. Yu, H. Zhang
arXiv
Epidemic outbreaks can cause critical health concerns and severe global economic crises. For countries or regions with new infectious disease outbreaks, it is essential to generate preventive strategi...
Authors: Yuezhou Zhang, Amos A. Folarin, Yatharth Ranjan, Nicholas Cummins, Zulqarnain Rashid, Pauline Conde, Callum Stewart, Shaoxiong Sun, Srinivasan Vairavan, Faith Matcham, Carolin Oetzmann, Sara Siddi, Femke Lamers, Sara Simblett, Til Wykes, David C. Mohr, Josep Maria Haro, Brenda W. J. H. Penninx, Vaibhav A. Narayan, Matthew Hotopf, Richard J. B. Dobson, Abhishek Pratap, RADAR-CNS consortium
arXiv
Prior research has shown that changes in seasons and weather can have a significant impact on depression severity. However, findings are inconsistent across populations, and the interplay between weat...
Authors: Christof Naumzik, Alice Kongsted, Werner Vach, Stefan Feuerriegel
arXiv
Clinical data informs the personalization of health care with a potential for more effective disease management. In practice, this is achieved by subgrouping, whereby clusters with similar patient cha...
Authors: Zitong Zhang, Shizhe Chen
arXiv
Technological advancements have enabled the recording of spiking activities from large neuron ensembles, presenting an exciting yet challenging opportunity for statistical analysis. This project consi...
Authors: Xingmin Wang, Zihao Wang, Zachary Jerome, Henry X. Liu
arXiv
This paper studies the traffic state estimation problem at signalized intersections with low penetration rate vehicle trajectory data. While many existing studies have proposed different methods to es...
Authors: H. Hinduja, N. Mandal
arXiv
The COVID-19 pandemic has had a long-term impact on industries worldwide, with the hospitality and food industry facing significant challenges, leading to the permanent closure of many restaurants and...
Authors: Charlotte Castel, Zhi Zhao, Magne Thoresen
arXiv
Variable selection in relation to regression modeling has constituted a methodological problem for more than 60 years. Especially in the context of high-dimensional regression, developing stable and r...
Authors: Zhihua Zhong, Hideki Tayakasu, Misako Takayasu
arXiv
Human mobility in an urban area is complicated; the origins, destinations, and transport methods of each person differ. The quantitative description of urban human mobility has recently attracted the...
Authors: Demetrios L. Antzoulakos, Athanasios C. Rakitzis
arXiv
The most popular tool used in the industry for monitoring a process is the Shewhart control chart. The major disadvantage of the Shewhart control chart is that it is not very efficient in detecting sm...
Authors: Paul Merolla, Tristan Ursell, John Arthur
arXiv
Artificial neural networks built from two-state neurons are powerful computational substrates, whose computational ability is well understood by analogy with statistical mechanics. In this work, we in...
Authors: Lisa Roux, Eran Stark, Lucas Sjulson, György Buzsåki
arXiv
Identification and manipulation of different GABAergic interneuron classes in the behaving animal are important to understand their role in circuit dynamics and behavior. The combination of optogeneti...
Authors: Luiz Fernando G. N. Maia, Teemu Pennanen, Moacyr A. H. B. da Silva, Rodrigo S. Targino
arXiv
This paper develops a general framework for stochastic modeling of goals and other events in football (soccer) matches. The events are modelled as Cox processes (doubly stochastic Poisson processes) w...
Authors: Bo Deng
arXiv
Spike bursting is a ubiquitous feature of all neuronal systems. Assuming the spiking states form an alphabet for a communication system, what is the optimal information processing rate? and what is th...