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ACADEMIC Dr. Gonzalo G. de Polavieja did a D.Phil. in Physical Sciences as 'Marie Curie' fellow (Oxford, UK) working in quantum geometric phases, a postdoc in Neurobiology as 'Welcome Trust' fellow in Mathematical Biology at the Laughlin Lab (Cambridge, UK). He was then Junior PI as 'Ramon y Cajal' fellow (Theoretical Physics, UAM), tenured at Cajal Institute (CSIC, Spain). In 2014 he moved to the CNP to work in collective behavior.
Identificação

Identificação pessoal

Nome completo
GONZALO GARCIA DE POLAVIEJA

Nomes de citação

  • POLAVIEJA, GONZALO

Identificadores de autor

Ciência ID
121D-BBB1-7357
ORCID iD
0000-0001-5359-3426

Telefones

Telemóvel
  • 937406478 (Pessoal)

Websites

  • polaviejalab.org (Profissional)

Domínios de atuação

  • Ciências Naturais - Ciências Biológicas - Biologia das Ciências do Comportamento

Idiomas

Idioma Conversação Leitura Escrita Compreensão Peer-review
Espanhol; Castelhano (Idioma materno)
Inglês Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C2)
Formação
Grau Classificação
1995/01/01 - 1999/04/01
Concluído
 GONZALO GARCIA DE POLAVIEJA (Doutoramento)
Especialização em Physical Sciences
University of Oxford University College Oxford, Reino Unido
Percurso profissional

Ciência

Categoria Profissional
Instituição de acolhimento 		Empregador
2014/07/01 - Atual Investigador principal (carreira) (Investigação) Fundação Champalimaud, Portugal
Projetos

Bolsa

Designação Financiadores
2014/08 - Atual A new method of collective intelligence based on social interactions
BFU2013-49512-exp
 Gobierno de España Ministerio de Economía y Empresa
2020/09/01 - 2023/09/01 ALMA. Algebraic Machine Learning
H2020-EIC-FETPROACT-2019
H2020-EIC-FETPROACT-2019
Investigador responsável
N/A
2016/01/01 - 2019/12/31 Decision making in animal groups
PTDC/NEU-SCC/0948/2014
Investigador responsável
Concluído
2013/01 - 2016 From wiring to brain function in Drosophila: the role of intrinsic activity
RPG-2012-56
 Leverhulme Trust
2013/01 - 2015/12 Neurobiology of decision-making and learning in animal groups
BFU2012-33448
 Gobierno de España Ministerio de Economía y Empresa
2010/01 - 2012 Understanding decision-making from the dynamics of large neuronal networks
EUI2009-04909
 micinn and Eranet Systems Biology

Projeto

Designação Financiadores
2021/03/01 - 2025/02/28 Unified computational solutions to disentangle biological interactions in multi-omics data
952914
10.3030/952914
 European Commission
Em curso
Produções

Publicações

Artigo em conferência
  1. Muñiz, C.; Arganda, S.; De Borja Rodríguez, F.; De Polavieja, G.G.; Varona, P.. "Realistic stimulation through advanced dynamic-clamp protocols". 2005.
  2. De Polavieja, G.G.; Harsch, A.; Robinson, H.; Juusola, M.. "Slow conductances encode stimulus history into spike shapes". 2005.
Artigo em revista
  1. Francisco Romero-Ferrero; Francisco J. H. Heras; Dean Rance; Gonzalo G. de Polavieja. "A study of transfer of information in animal collectives using deep learning tools". Philosophical Transactions of the Royal Society B: Biological Sciences (2023): https://doi.org/10.1098/rstb.2022.0073.
    10.1098/rstb.2022.0073
  2. Dylan Feldner-Busztin; Panos Firbas Nisantzis; Shelley Jane Edmunds; Gergely Boza; Fernando Racimo; Shyam Gopalakrishnan; Morten Tønsberg Limborg; et al. "Dealing with dimensionality: the application of machine learning to multi-omics data". Bioinformatics (2023): https://doi.org/10.1093/bioinformatics/btad021.
    10.1093/bioinformatics/btad021
  3. Francisco J. H. Heras; Francesco P. Battaglia; Francisco Romero-Ferrero; Robert C. Hinz; Gonzalo G. de Polavieja. "Deep attention networks reveal the rules of collective motion in zebrafish". PLOS Computational Biology 15 9 (2019): e1007354-e1007354. https://doi.org/10.1371/journal.pcbi.1007354.
    10.1371/journal.pcbi.1007354
  4. Francisco Romero-Ferrero; Mattia G. Bergomi; Robert C. Hinz; Francisco J. H. Heras; Gonzalo G. de Polavieja. "idtracker.ai: tracking all individuals in small or large collectives of unmarked animals". Nature Methods (2019): https://doi.org/10.1038/s41592-018-0295-5.
    10.1038/s41592-018-0295-5
  5. Angel-Carlos Román; Julián Vicente-Page; Alfonso Pérez-Escudero; Jose M. Carvajal-González; Pedro M. Fernández-Salguero; Gonzalo G. de Polavieja. "Histone H4 acetylation regulates behavioral inter-individual variability in zebrafish". Genome Biology 19 1 (2018): https://doi.org/10.1186/s13059-018-1428-y.
    10.1186/s13059-018-1428-y
  6. Andres Laan; Gonzalo G. de Polavieja. "Species diversity rises exponentially with the number of available resources in a multi-trait competition model". Proceedings of the Royal Society B: Biological Sciences 285 1885 (2018): 20181273-20181273. https://doi.org/10.1098/rspb.2018.1273.
    10.1098/rspb.2018.1273
  7. Andres Laan; Marta Iglesias-Julios; Gonzalo G. de Polavieja. "Zebrafish aggression on the sub-second time scale: evidence for mutual motor coordination and multi-functional attack manoeuvres". Royal Society Open Science 5 8 (2018): 180679-180679. https://doi.org/10.1098/rsos.180679.
    10.1098/rsos.180679
  8. Alfonso Pérez-Escudero; Gonzalo G. de Polavieja. "Adversity magnifies the importance of social information in decision-making". Journal of The Royal Society Interface 14 136 (2017): 20170748-20170748. https://doi.org/10.1098/rsif.2017.0748.
    10.1098/rsif.2017.0748
  9. Juusola, M.; Dau, A.; Song, Z.; Solanki, N.; Rien, D.; Jaciuch, D.; Dongre, S.A.; et al. "Microsaccadic sampling of moving image information provides Drosophila hyperacute vision". eLife 6 (2017): http://www.scopus.com/inward/record.url?eid=2-s2.0-85029423708&partnerID=MN8TOARS.
    10.7554/eLife.26117
  10. Louis, M.; de Polavieja, G.. "Collective Behavior: Social Digging in Drosophila Larvae". Current Biology 27 18 (2017): R1010-R1012. http://www.scopus.com/inward/record.url?eid=2-s2.0-85029847345&partnerID=MN8TOARS.
    10.1016/j.cub.2017.08.023
  11. Hinz, R.C.; De Polavieja, G.G.. "Ontogeny of collective behavior reveals a simple attraction rule". Proceedings of the National Academy of Sciences of the United States of America 114 9 (2017): 2295-2300. http://www.scopus.com/inward/record.url?eid=2-s2.0-85014142453&partnerID=MN8TOARS.
    10.1073/pnas.1616926114
  12. Vicente-Page, J.; Pérez-Escudero, A.; de Polavieja, G.G.. "Dynamic choices are most accurate in small groups". Theoretical Ecology (2017): 1-11. http://www.scopus.com/inward/record.url?eid=2-s2.0-85032709704&partnerID=MN8TOARS.
    10.1007/s12080-017-0349-9
  13. Laan, A.; Gil de Sagredo, R.; de Polavieja, G.G.. "Signatures of optimal control in pairs of schooling zebrafish". Proceedings of the Royal Society B: Biological Sciences 284 1852 (2017): http://www.scopus.com/inward/record.url?eid=2-s2.0-85017561380&partnerID=MN8TOARS.
    10.1098/rspb.2017.0224
  14. Clément, R.J.G.; Vicente-Page, J.; Mann, R.P.; Ward, A.J.W.; Kurvers, R.H.J.M.; Ramnarine, I.W.; De Polavieja, G.G.; Krause, J.. "Collective decision making in guppies: A cross-population comparison study in the wild". Behavioral Ecology 28 3 (2017): 919-924. http://www.scopus.com/inward/record.url?eid=2-s2.0-85019932873&partnerID=MN8TOARS.
    10.1093/beheco/arx056
  15. Duteil, M.; Pope, E.C.; Pérez-Escudero, A.; de Polavieja, G.G.; Fürtbauer, I.; Brown, M.R.; King, A.J.. "European sea bass show behavioural resilience to near-future ocean acidification". Royal Society Open Science 3 11 (2016): http://www.scopus.com/inward/record.url?eid=2-s2.0-84994608296&partnerID=MN8TOARS.
    10.1098/rsos.160656
  16. Brugada-Ramentol, V.; De Polavieja, G.G.; Román, Á.-C.; Olivé, I.; Warren, J.; Hommers, L.. "Toward a molecular profile of self-representation". Frontiers in Human Neuroscience 10 NOV2016 (2016): http://www.scopus.com/inward/record.url?eid=2-s2.0-84998849923&partnerID=MN8TOARS.
    10.3389/fnhum.2016.00602
  17. Gradari, S.; Pérez-Domper, P.; Butler, R.G.; Martínez-Cué, C.; de Polavieja, G.G.; Trejo, J.L.. "The relationship between behavior acquisition and persistence abilities: Involvement of adult hippocampal neurogenesis". Hippocampus 26 7 (2016): 857-874. http://www.scopus.com/inward/record.url?eid=2-s2.0-84975058840&partnerID=MN8TOARS.
    10.1002/hipo.22568
  18. Madirolas, G.; de Polavieja, G.G.. "Improving Collective Estimations Using Resistance to Social Influence". PLoS Computational Biology 11 11 (2015): http://www.scopus.com/inward/record.url?eid=2-s2.0-84949231338&partnerID=MN8TOARS.
    10.1371/journal.pcbi.1004594
  19. Pérez-Escudero, A.; Vicente-Page, J.; Hinz, R.C.; Arganda, S.; De Polavieja, G.G.. "IdTracker: Tracking individuals in a group by automatic identification of unmarked animals". Nature Methods 11 7 (2014): 743-748. http://www.scopus.com/inward/record.url?eid=2-s2.0-84903521501&partnerID=MN8TOARS.
    10.1038/nmeth.2994
  20. Dell, A.I.; Bender, J.A.; Branson, K.; Couzin, I.D.; de Polavieja, G.G.; Noldus, L.P.J.J.; Pérez-Escudero, A.; et al. "Automated image-based tracking and its application in ecology". Trends in Ecology and Evolution 29 7 (2014): 417-428. http://www.scopus.com/inward/record.url?eid=2-s2.0-84902660161&partnerID=MN8TOARS.
    10.1016/j.tree.2014.05.004
  21. Rivera-Alba, M.; Peng, H.; De Polavieja, G.G.; Chklovskii, D.B.. "Wiring economy can account for cell body placement across species and brain areas". Current Biology 24 3 (2014): http://www.scopus.com/inward/record.url?eid=2-s2.0-84893239905&partnerID=MN8TOARS.
    10.1016/j.cub.2013.12.012
  22. Sumbre, G.; de Polavieja, G.G.. "The world according to zebrafish: How neural circuits generate behavior". Frontiers in Neural Circuits 8 JULY (2014): http://www.scopus.com/inward/record.url?eid=2-s2.0-84905190193&partnerID=MN8TOARS.
    10.3389/fncir.2014.00091
  23. Pietri, T.; Roman, A.-C.; Guyon, N.; Romano, S.A.; Washbourne, P.; Moens, C.B.; de Polavieja, G.G.; Sumbre, G.. "The first mecp2-null zebrafish model shows altered motor behaviors". Frontiers in Neural Circuits JUL (2013): http://www.scopus.com/inward/record.url?eid=2-s2.0-84880589894&partnerID=MN8TOARS.
    10.3389/fncir.2013.00118
  24. Sorribes, A.; Porsteinsson, H.; Arnardóttir, H.; Jóhannesdóttir, I.P.; Sigurgeirsson, B.; de Polavieja, G.G.; Karlsson, K.Æ.. "The ontogeny of sleep-wake cycles in zebrafish: A comparison to humans". Frontiers in Neural Circuits 7 NOV (2013): http://www.scopus.com/inward/record.url?eid=2-s2.0-84888165618&partnerID=MN8TOARS.
    10.3389/fncir.2013.00178
  25. Pérez-Escudero, A.; Miller, N.; Hartnett, A.T.; Garnier, S.; Couzin, I.D.; De Polavieja, G.G.. "Estimation models describe well collective decisions among three options". Proceedings of the National Academy of Sciences of the United States of America 110 37 (2013): http://www.scopus.com/inward/record.url?eid=2-s2.0-84883801684&partnerID=MN8TOARS.
    10.1073/pnas.1309867110
  26. Arganda, S.; Pérez-Escudero, A.; De Polavieja, G.G.. "A common rule for decision making in animal collectives across species". Proceedings of the National Academy of Sciences of the United States of America 109 50 (2012): 20508-20513. http://www.scopus.com/inward/record.url?eid=2-s2.0-84870938091&partnerID=MN8TOARS.
    10.1073/pnas.1210664109
  27. Rivera-Alba, M.; Vitaladevuni, S.N.; Mischenko, Y.; Lu, Z.; Takemura, S.-Y.; Scheffer, L.; Meinertzhagen, I.A.; Chklovskii, D.B.; De Polavieja, G.G.. "Wiring economy and volume exclusion determine neuronal placement in the Drosophila brain". Current Biology 21 23 (2011): 2000-2005. http://www.scopus.com/inward/record.url?eid=2-s2.0-82955237289&partnerID=MN8TOARS.
    10.1016/j.cub.2011.10.022
  28. Sorribes, A.; Armendariz, B.G.; Lopez-Pigozzi, D.; Murga, C.; de Polavieja, G.G.. "The origin of behavioral bursts in decision-making circuitry". PLoS Computational Biology 7 6 (2011): http://www.scopus.com/inward/record.url?eid=2-s2.0-79959896362&partnerID=MN8TOARS.
    10.1371/journal.pcbi.1002075
  29. Pérez-Escudero, A.; de Polavieja, G.G.. "Collective animal behavior from bayesian estimation and probability matching". PLoS Computational Biology 7 11 (2011): http://www.scopus.com/inward/record.url?eid=2-s2.0-84859245496&partnerID=MN8TOARS.
    10.1371/journal.pcbi.1002282
  30. Prieto-Godino, L.L.; de Polavieja, G.G.. "Brain activity at 70-80 Hz changes during olfactory stimulation protocols in Drosophila". PLoS ONE 5 9 (2010): 1-6. http://www.scopus.com/inward/record.url?eid=2-s2.0-77958502273&partnerID=MN8TOARS.
    10.1371/journal.pone.0012867
  31. Zheng, L.; Nikolaev, A.; Wardill, T.J.; O'Kane, C.J.; de Polavieja, G.G.; Juusola, M.. "Network adaptation improves temporal representation of naturalistic stimuli in Drosophila eye: I dynamics". PLoS ONE 4 1 (2009): http://www.scopus.com/inward/record.url?eid=2-s2.0-77149133701&partnerID=MN8TOARS.
    10.1371/journal.pone.0004307
  32. Nikolaev, A.; Zheng, L.; Wardill, T.J.; O'Kane, C.J.; de Polavieja, G.G.; Juusola, M.. "Network adaptation improves temporal representation of naturalistic stimuli in Drosophila eye: II mechanisms.". PloS one 4 1 (2009): http://www.scopus.com/inward/record.url?eid=2-s2.0-63049100582&partnerID=MN8TOARS.
  33. Pérez-Escudero, A.; Rivera-Alba, M.; De Polavieja, G.G.. "Structure of deviations from optimality in biological systems". Proceedings of the National Academy of Sciences of the United States of America 106 48 (2009): 20544-20549. http://www.scopus.com/inward/record.url?eid=2-s2.0-73949153189&partnerID=MN8TOARS.
    10.1073/pnas.0905336106
  34. Arganda, S.; Guantes, R.; De Polavieja, G.G.. "Sodium pumps adapt spike bursting to stimulus statistics". Nature Neuroscience 10 11 (2007): 1467-1473. http://www.scopus.com/inward/record.url?eid=2-s2.0-35548999297&partnerID=MN8TOARS.
    10.1038/nn1982
  35. Campos, D.; Aguirre, C.; Serrano, E.; de Borja Rodríguez, F.; de Polavieja, G.G.; Varona, P.. "Temporal structure in the bursting activity of the leech heartbeat CPG neurons". Neurocomputing 70 10-12 (2007): 1792-1796. http://www.scopus.com/inward/record.url?eid=2-s2.0-34247511978&partnerID=MN8TOARS.
    10.1016/j.neucom.2006.10.118
  36. Pérez-Escudero, A.; De Polavieja, G.G.. "Optimally wired subnetwork determines neuroanatomy of Caenorhabditis elegans". Proceedings of the National Academy of Sciences of the United States of America 104 43 (2007): 17180-17185. http://www.scopus.com/inward/record.url?eid=2-s2.0-36749068938&partnerID=MN8TOARS.
    10.1073/pnas.0703183104
  37. Ramaswamy, S.; Baroni, F.; Varona, P.; de Polavieja, G.G.. "Time-scales in the interplay between calcium and voltage dynamics". Neurocomputing 70 10-12 (2007): 1949-1953. http://www.scopus.com/inward/record.url?eid=2-s2.0-34247534080&partnerID=MN8TOARS.
    10.1016/j.neucom.2006.10.122
  38. Juusola, M.; Robinson, H.P.C.; De Polavieja, G.G.. "Coding with spike shapes and graded potentials in cortical networks". BioEssays 29 2 (2007): 178-187. http://www.scopus.com/inward/record.url?eid=2-s2.0-33847405318&partnerID=MN8TOARS.
    10.1002/bies.20532
  39. Zheng, L.; De Polavieja, G.G.; Wolfram, V.; Asyali, M.H.; Hardie, R.C.; Juusola, M.. "Feedback network controls photoreceptor output at the layer of first visual synapses in Drosophila". Journal of General Physiology 127 5 (2006): 495-510. http://www.scopus.com/inward/record.url?eid=2-s2.0-33646162888&partnerID=MN8TOARS.
    10.1085/jgp.200509470
  40. Martín-Peña, A.; Acebes, A.; Rodríguez, J.-R.; Sorribes, A.; De Polavieja, G.G.; Fernández-Fúnez, P.; Ferrús, A.. "Age-independent synaptogenesis by phosphoinositide 3 kinase". Journal of Neuroscience 26 40 (2006): 10199-10208. http://www.scopus.com/inward/record.url?eid=2-s2.0-33749521099&partnerID=MN8TOARS.
    10.1523/JNEUROSCI.1223-06.2006
  41. De Polavieja, G.G.. "Neuronal algorithms that detect the temporal order of events". Neural Computation 18 9 (2006): 2102-2121. http://www.scopus.com/inward/record.url?eid=2-s2.0-33748329392&partnerID=MN8TOARS.
    10.1162/neco.2006.18.9.2102
  42. Guantes, R.; De Polavieja, G.G.. "Variability in noise-driven integrator neurons". Physical Review E - Statistical, Nonlinear, and Soft Matter Physics 71 1 (2005): http://www.scopus.com/inward/record.url?eid=2-s2.0-37649028690&partnerID=MN8TOARS.
    10.1103/PhysRevE.71.011911
  43. De Polavieja, G.G.; Harsch, A.; Kleppe, I.; Robinson, H.P.C.; Juusola, M.. "Stimulus history reliably shapes action potential waveforms of cortical neurons". Journal of Neuroscience 25 23 (2005): 5657-5665. http://www.scopus.com/inward/record.url?eid=2-s2.0-20444405647&partnerID=MN8TOARS.
    10.1523/JNEUROSCI.0242-05.2005
  44. de Polavieja, G.G.. "Reliable biological communication with realistic constraints". Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics 70 6 (2004): http://www.scopus.com/inward/record.url?eid=2-s2.0-42749102564&partnerID=MN8TOARS.
    10.1103/PhysRevE.70.061910
  45. Nabatiyan, A.; Poulet, J.F.A.; De Polavieja, G.G.; Hedwig, B.. "Temporal pattern recognition based on instantaneous spike rate coding in a simple auditory system". Journal of Neurophysiology 90 4 (2003): 2484-2493. http://www.scopus.com/inward/record.url?eid=2-s2.0-0142122291&partnerID=MN8TOARS.
    10.1152/jn.00259.2003
  46. De Polavieja, G.G.. "Errors drive the evolution of biological signalling to costly codes". Journal of Theoretical Biology 214 4 (2002): 657-664. http://www.scopus.com/inward/record.url?eid=2-s2.0-0036349957&partnerID=MN8TOARS.
    10.1006/jtbi.2001.2498
  47. Poyatos, J.F.; De Polavieja, G.G.. "Controlling quantum transport by state synthesis in ion traps". Physical Review Letters 83 15 (1999): 3166-3169. http://www.scopus.com/inward/record.url?eid=2-s2.0-0041597068&partnerID=MN8TOARS.
    10.1103/PhysRevLett.83.3166
  48. García De Polavieja, G.; Sjöqvist, E.. "Extending the quantal adiabatic theorem: Geometry of noncyclic motion". American Journal of Physics 66 5 (1998): 431-438. http://www.scopus.com/inward/record.url?eid=2-s2.0-0347131238&partnerID=MN8TOARS.
    10.1119/1.18799
  49. de Polavieja, G.G.. "Quantum-state sensitivity to initial conditions". Physical Review A - Atomic, Molecular, and Optical Physics 57 5 (1998): 3184-3187. http://www.scopus.com/inward/record.url?eid=2-s2.0-4243622266&partnerID=MN8TOARS.
    10.1103/PhysRevA.57.3184
  50. García De Polavieja, G.. "Geometric phase in the causal quantum theories". Physics Letters, Section A: General, Atomic and Solid State Physics 236 4 (1997): 296-300. http://www.scopus.com/inward/record.url?eid=2-s2.0-0040092159&partnerID=MN8TOARS.
    10.1016/S0375-9601(97)00724-X
  51. García De Polavieja, G.. "Galilean invariant structure of geometric phase". Physics Letters, Section A: General, Atomic and Solid State Physics 232 1-2 (1997): 1-3. http://www.scopus.com/inward/record.url?eid=2-s2.0-0040569024&partnerID=MN8TOARS.
  52. de Polavieja, G.G.; Child, M.S.. "Quantum instability of the flux lines in the coherent state representation". Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics 55 2 (1997): 1451-1456. http://www.scopus.com/inward/record.url?eid=2-s2.0-0009079591&partnerID=MN8TOARS.
    10.1103/PhysRevE.55.1451
  53. Garcia De Polavieja, G.. "Nonstatistical quantum-classical correspondence in phase space". Foundations of Physics Letters 9 5 (1996): 411-424. http://www.scopus.com/inward/record.url?eid=2-s2.0-0030519736&partnerID=MN8TOARS.
  54. De Polavieja, G.G.. "A causal quantum theory in phase space". Physics Letters, Section A: General, Atomic and Solid State Physics 220 6 (1996): 303-314. http://www.scopus.com/inward/record.url?eid=2-s2.0-4243352024&partnerID=MN8TOARS.
    10.1016/0375-9601(96)00523-3
  55. De Polavieja, G.G.; Borondo, F.; Benito, R.M.. "Quantum phase-space densities for a quartic oscillator". International Journal of Quantum Chemistry 51 6 (1994): 555-567. http://www.scopus.com/inward/record.url?eid=2-s2.0-84987144700&partnerID=MN8TOARS.
    10.1002/qua.560510620
  56. De Polavieja, G.G.; Borondo, F.; Benito, R.M.. "Scars in groups of eigenstates in a classically chaotic system". Physical Review Letters 73 12 (1994): 1613-1616. http://www.scopus.com/inward/record.url?eid=2-s2.0-2542594164&partnerID=MN8TOARS.
    10.1103/PhysRevLett.73.1613
Livro
  1. Orger, M.B.; De Polavieja, G.G.. Zebrafish Behavior: Opportunities and Challenges. 2017.
    10.1146/annurev-neuro-071714-033857

Outros

Outra produção
  1. Early-life social experience shapes social avoidance reactions in larval zebrafish. 2020. Antonia H. Groneberg; João C. Marques; A. Lucas Martins; Gonzalo G. de Polavieja; Michael B. Orger. https://doi.org/10.1101/2020.03.02.972612.
    10.1101/2020.03.02.972612
  2. Deep attention networks reveal the rules of collective motion in zebrafish. 2018. Francisco J.H. Heras; Francisco Romero-Ferrero; Robert C. Hinz; Gonzalo G. de Polavieja. https://doi.org/10.1101/400747.
    10.1101/400747
  3. Sensory cheating: adversarial body patterns can fool a convolutional visual system during signaling. 2018. Andres Laan; Gonzalo.G de Polavieja. https://doi.org/10.1101/326652.
    10.1101/326652
  4. idtracker.ai: Tracking all individuals in large collectives of unmarked animals. 2018. Francisco Romero-Ferrero; Mattia G. Bergomi; Robert Hinz; Francisco J. H. Heras; Gonzalo G. de Polavieja. https://doi.org/10.1101/280735.
    10.1101/280735
  5. Towards a unification of niche and neutral models of community ecology. 2018. Andres Laan; Gonzalo G. de Polavieja. https://doi.org/10.1101/273664.
    10.1101/273664
Atividades

Apresentação oral de trabalho

Título da apresentação Nome do evento
Anfitrião (Local do evento)
2020/04/04 Collective states in Deep Reinforcement Learning Collective Information Processing, http://lab.romanczuk.de/workshop-collective-information-processing-march-4-6th-2020/
(Berlin, Alemanha)
2018/10/14 Collective Behavior in zebrafish Physics and Ecology: exploration at the frontier, http://www.theelab.net/news-and-events/english-version/
(Menorca, Espanha)
2018/08/20 Collective behavior in zebrafish Navigation Workshop, KITP, https://www.kitp.ucsb.edu/qbio/2018-course-description
(Santa Barbara, Estados Unidos)
2018/04/07 How useful is Deep Learning in the study of Collective Behavior? Conference in Collective Behavior, http://indico.ictp.it/event/8307/
ICTP (Trieste, Itália)
2017/09/17 Decision-making in groups Quantitative approaches to behavior, The Graduate Center (NY), https://www.gc.cuny.edu/All-GC-Events/Calendar/Detail?id=41501
(New York, Estados Unidos)
2016/06/01 Collective Intelligence in animal groups, including humans Collective Intelligence 2016, NYU Sterm
(New York, Estados Unidos)