Collective behaviour across animal species

被引：46

作者：

DeLellis, Pietro ^{[1
,2
]}

Polverino, Giovanni ^{[2
]}

Ustuner, Gozde ^{[2
]}

Abaid, Nicole ^{[3
]}

Macri, Simone ^{[4
]}

Bollt, Erik M. ^{[5
]}

Porfiri, Maurizio ^{[2
]}

机构：

[1] Univ Naples Federico II, Dept Elect Engn & Informat Technol, I-80125 Naples, Italy

[2] NYU, Polytech Sch Engn, Dept Mech & Aerosp Engn, Brooklyn, NY 11201 USA

[3] Virginia Polytech Inst & State Univ, Dept Engn Sci & Mech, Blacksburg, VA 24061 USA

[4] Ist Super Sanita, Sect Behav Neurosci, Dept Cell Biol & Neurosci, I-00161 Rome, Italy

[5] Clarkson Univ, Dept Math, Potsdam, NY 13699 USA

来源：

SCIENTIFIC REPORTS | 2014年 / 4卷

基金：

美国国家科学基金会;

关键词：

ZEBRAFISH;

D O I：

10.1038/srep03723

中图分类号：

O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];

学科分类号：

07 ; 0710 ; 09 ;

摘要：

We posit a new geometric perspective to define, detect, and classify inherent patterns of collective behaviour across a variety of animal species. We show that machine learning techniques, and specifically the isometric mapping algorithm, allow the identification and interpretation of different types of collective behaviour in five social animal species. These results offer a first glimpse at the transformative potential of machine learning for ethology, similar to its impact on robotics, where it enabled robots to recognize objects and navigate the environment.

引用

页数：6

共 50 条

[31] Repeatable group differences in the collective behaviour of stickleback shoals across ecological contexts
Jolles, Jolle W.
Laskowski, Kate L.
Boogert, Neeltje J.
Manica, Andrea
PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 2018, 285 (1872)
[32] Collective Behaviour
Cohen, J. I.
EUGENICS REVIEW, 1939, 30 (04): : 297 - 298
[33] Dissecting glycan diversity across animal species by mass spectrometry
Aoki, Kazuhiro
Camus, Alvin
Beasley, James
Tuberville, Tracey
Peterson, Douglas
Bergman, Carl
Tiemeyer, Michael
GLYCOBIOLOGY, 2016, 26 (12) : 1472 - 1473
[34] Sexual selection predicts species richness across the animal kingdom
Janicke, Tim
Ritchie, Michael G.
Morrow, Edward H.
Marie-Orleach, Lucas
PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 2018, 285 (1878)
[35] Soft Animal Heart Creating and Losing Family across Species
Mitchell, Lauren A.
DEPARTURES IN CRITICAL QUALITATIVE RESEARCH, 2021, 10 (03) : 24 - 28
[36] A common rule for decision making in animal collectives across species
Arganda, Sara
Perez-Escudero, Alfonso
de Polavieja, Gonzalo G.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2012, 109 (50) : 20508 - 20513
[37] Profiling across species for the identification of optimal animal models of dyslipidemia
Strack, Alison M.
Carballo-Jane, E.
Mendoza, V. H.
Gagen, K.
McNamara, L.
Gorski, J.
Eiermann, G.
Petrov, A.
Akiyama, T.
Kulick, A.
Donnelly, M.
Voronin, G.
Rosa, R.
Cumiskey, A-M
Bekkari, K.
Mitnaul, L.
Puig, O.
Koblan, K. S.
Hubbard, Brian K.
FASEB JOURNAL, 2010, 24
[38] The STARFLAG handbook on collective animal behaviour: 2. Three-dimensional analysis
Cavagna, Andrea
Giardina, Irene
Orlandi, Alberto
Parisi, Giorgio
Procaccini, Andrea
ANIMAL BEHAVIOUR, 2008, 76 : 237 - 248
[39] COLLECTIVE ANIMAL BEHAVIOR
Boinski, Sue
QUARTERLY REVIEW OF BIOLOGY, 2011, 86 (04): : 348 - 348
[40] Collective animal migration
Couzin, Iain D.
CURRENT BIOLOGY, 2018, 28 (17) : R976 - R980

← 1 2 3 4 5 →