Zobrazeno 1 - 10
of 85
pro vyhledávání: '"Gonzalo G. De Polavieja"'
Publikováno v:
Frontiers in Physics, Vol 8 (2020)
Complex global behavior patterns can emerge from very simple local interactions between many agents. However, no local interaction rules have been identified that generate some patterns observed in nature, for example the rotating balls, rotating tor
Externí odkaz:
https://doaj.org/article/048341fc64704e829fde68d0b754830d
Autor:
Angel-Carlos Román, Julián Vicente-Page, Alfonso Pérez-Escudero, Jose M. Carvajal-González, Pedro M. Fernández-Salguero, Gonzalo G. de Polavieja
Publikováno v:
Genome Biology, Vol 19, Iss 1, Pp 1-21 (2018)
Abstract Background Animals can show very different behaviors even in isogenic populations, but the underlying mechanisms to generate this variability remain elusive. We use the zebrafish (Danio rerio) as a model to test the influence of histone modi
Externí odkaz:
https://doaj.org/article/df66a53a073b431b9e2aa0577fcd5c9e
Publikováno v:
Royal Society Open Science, Vol 5, Iss 8 (2018)
Most animals fight by repeating complex stereotypic behaviours, yet the internal structure of these behaviours has rarely been dissected in detail. We characterized the internal structure of fighting behaviours by developing a machine learning pipeli
Externí odkaz:
https://doaj.org/article/40a0ad6871e3450b8d66e4e74ad4f94a
Publikováno v:
Frontiers in Robotics and AI, Vol 4 (2017)
The total knowledge contained within a collective supersedes the knowledge of even its most intelligent member. Yet the collective knowledge will remain inaccessible to us unless we are able to find efficient knowledge aggregation methods that produc
Externí odkaz:
https://doaj.org/article/7139d42e1f1546449f1d6e19c00431ba
Publikováno v:
Frontiers in Neural Circuits, Vol 8 (2014)
Externí odkaz:
https://doaj.org/article/2eb090d1b82d4331860dd410a50a17f1
Autor:
Amanda eSorribes, Haraldur eÞorsteinsson, Hrönn eArnardóttir, Ingibjörg H Jóhannesdóttir, Benjamín eSigurgeirsson, Gonzalo G. De Polavieja, Karl Æ Karlsson
Publikováno v:
Frontiers in Neural Circuits, Vol 7 (2013)
Zebrafish (Danio rerio) are used extensively in sleep research; both to further understanding of sleep in general and also as a model of human sleep. To date, sleep studies have been performed in larval and adult zebrafish but no efforts have been ma
Externí odkaz:
https://doaj.org/article/c6ee2635c9664181ae7d8c8378ae7eea
Autor:
Thomas ePietri, Angel-Carlos eRoman, Nicolas eGuyon, Sebastián Alejo Romano, Philip eWashbourne, Cecilia B. Moens, Gonzalo G. De Polavieja, German eSumbre
Publikováno v:
Frontiers in Neural Circuits, Vol 7 (2013)
Rett syndrome is an X-linked neurodevelopmental disorder and one of the most common causes of mental retardation in affected girls. Other symptoms include a rapid regression of motor and cognitive skills after an apparently early normal development.
Externí odkaz:
https://doaj.org/article/9b148fc79f944052a294c18cca75e401
Autor:
Dylan Feldner-Busztin, Panos Firbas Nisantzis, Shelley Jane Edmunds, Gergely Boza, Fernando Racimo, Shyam Gopalakrishnan, Morten Tønsberg Limborg, Leo Lahti, Gonzalo G de Polavieja
Publikováno v:
Feldner-Busztin, D, Nisantzis, P F, Edmunds, S J, Boza, G, Racimo, F, Gopalakrishnan, S, Limborg, M T, Lahti, L & de Polavieja, G G 2023, ' Dealing with dimensionality : the application of machine learning to multi-omics data ', Bioinformatics, vol. 39, no. 2, btad021 . https://doi.org/10.1093/bioinformatics/btad021
Motivation Machine learning (ML) methods are motivated by the need to automate information extraction from large datasets in order to support human users in data-driven tasks. This is an attractive approach for integrative joint analysis of vast amou
Publikováno v:
Frontiers in Physics, Vol 8 (2020)
Complex global behavior patterns can emerge from very simple local interactions between many agents. However, no local interaction rules have been identified that generate some patterns observed in nature, for example the rotating balls, rotating tor