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VOUTSA, Venetia, Demian BATTAGLIA, Louise J. BRACKEN, Andrea BROVELLI, Julia COSTESCU, Mario DÍAZ MUNOZ, Brian D. FATH, Andrea FUNK, Mel GUIRRO, Thomas HEIN, Christian KERSCHNER, Christian KIMMICH, Vinicius LIMA, Arnaud MESSÉ, Anthony J. PARSONS, John PEREZ, Ronald PÖPPL, Christina PRELL, Sonia RECINOS, Yanhua SHI, Shubham TIWARI, Laura TURNBULL, John WAINWRIGHT, Harald WAXENECKER a Marc-Thorsten HÜTT. Two classes of functional connectivity in dynamical processes in networks. Journal of the Royal Society Interface. London: Royal Society, 2021, roč. 18, č. 183, s. 1-26. ISSN 1742-5689. doi:10.1098/rsif.2021.0486.
Další formáty: BibTeX LaTeX RIS @article{1801177, author = {Voutsa, Venetia and Battaglia, Demian and Bracken, Louise J. and Brovelli, Andrea and Costescu, Julia and Díaz Munoz, Mario and Fath, Brian D. and Funk, Andrea and Guirro, Mel and Hein, Thomas and Kerschner, Christian and Kimmich, Christian and Lima, Vinicius and Messé, Arnaud and Parsons, Anthony J. and Perez, John and Pöppl, Ronald and Prell, Christina and Recinos, Sonia and Shi, Yanhua and Tiwari, Shubham and Turnbull, Laura and Wainwright, John and Waxenecker, Harald and Hütt, MarcandThorsten}, article_location = {London}, article_number = {183}, doi = {http://dx.doi.org/10.1098/rsif.2021.0486}, keywords = {scale-free graphs; modular graphs; random graphs; synchronisation; excitable dynamics; chaotic oscillators}, language = {eng}, issn = {1742-5689}, journal = {Journal of the Royal Society Interface}, title = {Two classes of functional connectivity in dynamical processes in networks}, url = {https://royalsocietypublishing.org/doi/10.1098/rsif.2021.0486}, volume = {18}, year = {2021} } TY - JOUR ID - 1801177 AU - Voutsa, Venetia - Battaglia, Demian - Bracken, Louise J. - Brovelli, Andrea - Costescu, Julia - Díaz Munoz, Mario - Fath, Brian D. - Funk, Andrea - Guirro, Mel - Hein, Thomas - Kerschner, Christian - Kimmich, Christian - Lima, Vinicius - Messé, Arnaud - Parsons, Anthony J. - Perez, John - Pöppl, Ronald - Prell, Christina - Recinos, Sonia - Shi, Yanhua - Tiwari, Shubham - Turnbull, Laura - Wainwright, John - Waxenecker, Harald - Hütt, Marc-Thorsten PY - 2021 TI - Two classes of functional connectivity in dynamical processes in networks JF - Journal of the Royal Society Interface VL - 18 IS - 183 SP - 1-26 EP - 1-26 PB - Royal Society SN - 17425689 KW - scale-free graphs KW - modular graphs KW - random graphs KW - synchronisation KW - excitable dynamics KW - chaotic oscillators UR - https://royalsocietypublishing.org/doi/10.1098/rsif.2021.0486 N2 - The relationship between network structure and dynamics is one of the most extensively investigated problems in the theory of complex systems of recent years. Understanding this relationship is of relevance to a range of disciplines—from neuroscience to geomorphology. A major strategy of investigating this relationship is the quantitative comparison of a representation of network architecture (structural connectivity, SC) with a (network) representation of the dynamics (functional connectivity, FC). Here, we show that one can distinguish two classes of functional connectivity—one based on simultaneous activity (co-activity) of nodes, the other based on sequential activity of nodes. We delineate these two classes in different categories of dynamical processes—excitations, regular and chaotic oscillators—and provide examples for SC/FC correlations of both classes in each of these models. We expand the theoretical view of the SC/FC relationships, with conceptual instances of the SC and the two classes of FC for various application scenarios in geomorphology, ecology, systems biology, neuroscience and socio-ecological systems. Seeing the organisation of dynamical processes in a network either as governed by co-activity or by sequential activity allows us to bring some order in the myriad of observations relating structure and function of complex networks. ER - VOUTSA, Venetia, Demian BATTAGLIA, Louise J. BRACKEN, Andrea BROVELLI, Julia COSTESCU, Mario DÍAZ MUNOZ, Brian D. FATH, Andrea FUNK, Mel GUIRRO, Thomas HEIN, Christian KERSCHNER, Christian KIMMICH, Vinicius LIMA, Arnaud MESSÉ, Anthony J. PARSONS, John PEREZ, Ronald PÖPPL, Christina PRELL, Sonia RECINOS, Yanhua SHI, Shubham TIWARI, Laura TURNBULL, John WAINWRIGHT, Harald WAXENECKER a Marc-Thorsten HÜTT. Two classes of functional connectivity in dynamical processes in networks. \textit{Journal of the Royal Society Interface}. London: Royal Society, 2021, roč.~18, č.~183, s.~1-26. ISSN~1742-5689. doi:10.1098/rsif.2021.0486.

VOUTSA, Venetia, Demian BATTAGLIA, Louise J. BRACKEN, Andrea BROVELLI, Julia COSTESCU, Mario DÍAZ MUNOZ, Brian D. FATH, Andrea FUNK, Mel GUIRRO, Thomas HEIN, Christian KERSCHNER, Christian KIMMICH, Vinicius LIMA, Arnaud MESSÉ, Anthony J. PARSONS, John PEREZ, Ronald PÖPPL, Christina PRELL, Sonia RECINOS, Yanhua SHI, Shubham TIWARI, Laura TURNBULL, John WAINWRIGHT, Harald WAXENECKER a Marc-Thorsten HÜTT. Two classes of functional connectivity in dynamical processes in networks. Journal of the Royal Society Interface. London: Royal Society, 2021, roč. 18, č. 183, s. 1-26. ISSN 1742-5689. doi:10.1098/rsif.2021.0486.

Další formáty: BibTeX LaTeX RIS

TY  - JOUR
ID  - 1801177
AU  - Voutsa, Venetia - Battaglia, Demian - Bracken, Louise J. - Brovelli, Andrea - Costescu, Julia - Díaz Munoz, Mario - Fath, Brian D. - Funk, Andrea - Guirro, Mel - Hein, Thomas - Kerschner, Christian - Kimmich, Christian - Lima, Vinicius - Messé, Arnaud - Parsons, Anthony J. - Perez, John - Pöppl, Ronald - Prell, Christina - Recinos, Sonia - Shi, Yanhua - Tiwari, Shubham - Turnbull, Laura - Wainwright, John - Waxenecker, Harald - Hütt, Marc-Thorsten
PY  - 2021
TI  - Two classes of functional connectivity in dynamical processes in networks
JF  - Journal of the Royal Society Interface
VL  - 18
IS  - 183
SP  - 1-26
EP  - 1-26
PB  - Royal Society
SN  - 17425689
KW  - scale-free graphs
KW  - modular graphs
KW  - random graphs
KW  - synchronisation
KW  - excitable dynamics
KW  - chaotic oscillators
UR  - https://royalsocietypublishing.org/doi/10.1098/rsif.2021.0486
N2  - The relationship between network structure and dynamics is one of the most extensively investigated problems in the theory of complex systems of recent years. Understanding this relationship is of relevance to a range of disciplines—from neuroscience to geomorphology. A major strategy of investigating this relationship is the quantitative comparison of a representation of network architecture (structural connectivity, SC) with a (network) representation of the dynamics (functional connectivity, FC). Here, we show that one can distinguish two classes of functional connectivity—one based on simultaneous activity (co-activity) of nodes, the other based on sequential activity of nodes. We delineate these two classes in different categories of dynamical processes—excitations, regular and chaotic oscillators—and provide examples for SC/FC correlations of both classes in each of these models. We expand the theoretical view of the SC/FC relationships, with conceptual instances of the SC and the two classes of FC for various application scenarios in geomorphology, ecology, systems biology, neuroscience and socio-ecological systems. Seeing the organisation of dynamical processes in a network either as governed by co-activity or by sequential activity allows us to bring some order in the myriad of observations relating structure and function of complex networks.
ER  -

Základní údaje
Originální název	Two classes of functional connectivity in dynamical processes in networks
Autoři	VOUTSA, Venetia (276 Německo), Demian BATTAGLIA (250 Francie), Louise J. BRACKEN (826 Velká Británie), Andrea BROVELLI (250 Francie), Julia COSTESCU (826 Velká Británie), Mario DÍAZ MUNOZ (40 Rakousko), Brian D. FATH (840 Spojené státy, domácí), Andrea FUNK (40 Rakousko), Mel GUIRRO (826 Velká Británie), Thomas HEIN (40 Rakousko), Christian KERSCHNER (40 Rakousko, domácí), Christian KIMMICH (276 Německo, domácí), Vinicius LIMA (250 Francie), Arnaud MESSÉ (276 Německo), Anthony J. PARSONS (826 Velká Británie), John PEREZ (826 Velká Británie), Ronald PÖPPL (40 Rakousko), Christina PRELL (528 Nizozemsko), Sonia RECINOS (40 Rakousko), Yanhua SHI (156 Čína, domácí), Shubham TIWARI (826 Velká Británie), Laura TURNBULL (826 Velká Británie), John WAINWRIGHT (826 Velká Británie), Harald WAXENECKER (40 Rakousko, domácí) a Marc-Thorsten HÜTT (276 Německo).
Vydání	Journal of the Royal Society Interface, London, Royal Society, 2021, 1742-5689.

Další údaje
Originální jazyk	angličtina
Typ výsledku	Článek v odborném periodiku
Obor	50704 Environmental sciences
Stát vydavatele	Velká Británie
Utajení	není předmětem státního či obchodního tajemství
WWW	article - open access
Impakt faktor	Impact factor: 4.293
Kód RIV	RIV/00216224:14230/21:00122740
Organizační jednotka	Fakulta sociálních studií
Doi	http://dx.doi.org/10.1098/rsif.2021.0486
UT WoS	000708619300001
Klíčová slova anglicky	scale-free graphs; modular graphs; random graphs; synchronisation; excitable dynamics; chaotic oscillators
Štítky	rivok
Příznaky	Mezinárodní význam, Recenzováno
Změnil	Změnila: Mgr. Blanka Farkašová, učo 97333. Změněno: 14. 12. 2021 13:25.

Anotace
The relationship between network structure and dynamics is one of the most extensively investigated problems in the theory of complex systems of recent years. Understanding this relationship is of relevance to a range of disciplines—from neuroscience to geomorphology. A major strategy of investigating this relationship is the quantitative comparison of a representation of network architecture (structural connectivity, SC) with a (network) representation of the dynamics (functional connectivity, FC). Here, we show that one can distinguish two classes of functional connectivity—one based on simultaneous activity (co-activity) of nodes, the other based on sequential activity of nodes. We delineate these two classes in different categories of dynamical processes—excitations, regular and chaotic oscillators—and provide examples for SC/FC correlations of both classes in each of these models. We expand the theoretical view of the SC/FC relationships, with conceptual instances of the SC and the two classes of FC for various application scenarios in geomorphology, ecology, systems biology, neuroscience and socio-ecological systems. Seeing the organisation of dynamical processes in a network either as governed by co-activity or by sequential activity allows us to bring some order in the myriad of observations relating structure and function of complex networks.

Anotace

The relationship between network structure and dynamics is one of the most extensively investigated problems in the theory of complex systems of recent years. Understanding this relationship is of relevance to a range of disciplines—from neuroscience to geomorphology. A major strategy of investigating this relationship is the quantitative comparison of a representation of network architecture (structural connectivity, SC) with a (network) representation of the dynamics (functional connectivity, FC). Here, we show that one can distinguish two classes of functional connectivity—one based on simultaneous activity (co-activity) of nodes, the other based on sequential activity of nodes. We delineate these two classes in different categories of dynamical processes—excitations, regular and chaotic oscillators—and provide examples for SC/FC correlations of both classes in each of these models. We expand the theoretical view of the SC/FC relationships, with conceptual instances of the SC and the two classes of FC for various application scenarios in geomorphology, ecology, systems biology, neuroscience and socio-ecological systems. Seeing the organisation of dynamical processes in a network either as governed by co-activity or by sequential activity allows us to bring some order in the myriad of observations relating structure and function of complex networks.

Návaznosti
859937, interní kód MU	Název: Interdisciplinary connectivity: Understanding and managing complex systems using connectivity science (Akronym: i-CONN)
859937, interní kód MU	Investor: Evropská unie, Interdisciplinary connectivity: Understanding and managing complex systems using connectivity science, MSCA Marie Skłodowska-Curie Actions (Excellent Science)