RICH-CLUB ORGANIZATION;
FUNCTIONAL CONNECTIVITY;
DYNAMIC RECONFIGURATION;
COMMUNITY STRUCTURE;
BRAIN NETWORKS;
BIG DATA;
COMPUTATIONAL MODEL;
HUMAN CONNECTOME;
SOCIAL-SCIENCE;
SCALE;
D O I:
10.1038/nn.4502
中图分类号:
Q189 [神经科学];
学科分类号:
071006 ;
摘要:
Despite substantial recent progress, our understanding of the principles and mechanisms underlying complex brain function and cognition remains incomplete. Network neuroscience proposes to tackle these enduring challenges. Approaching brain structure and function from an explicitly integrative perspective, network neuroscience pursues new ways to map, record, analyze and model the elements and interactions of neurobiological systems. Two parallel trends drive the approach: the availability of new empirical tools to create comprehensive maps and record dynamic patterns among molecules, neurons, brain areas and social systems; and the theoretical framework and computational tools of modern network science. The convergence of empirical and computational advances opens new frontiers of scientific inquiry, including network dynamics, manipulation and control of brain networks, and integration of network processes across spatiotemporal domains. We review emerging trends in network neuroscience and attempt to chart a path toward a better understanding of the brain as a multiscale networked system.
机构:
Penn State Univ, Dept Phys, Dept Biol, University Pk, PA 16802 USAPenn State Univ, Dept Phys, Dept Biol, University Pk, PA 16802 USA
Albert, Reka
;
Thakar, Juilee
论文数: 0引用数: 0
h-index: 0
机构:
Univ Rochester, Med Ctr, Dept Microbiol & Immunol, Dept Biostat & Computat Biol, Rochester, NY 14642 USAPenn State Univ, Dept Phys, Dept Biol, University Pk, PA 16802 USA
机构:
Northeastern Univ, Ctr Complex Networks Res, Dana Res Ctr 111, Boston, MA 02115 USA
Northeastern Univ, Dept Phys, Dana Res Ctr 111, Boston, MA 02115 USA
Dana Farber Canc Inst, Ctr Canc Syst Biol, Boston, MA 02115 USA
Harvard Univ, Sch Med, Dept Med, Brigham & Womens Hosp, Boston, MA 02115 USANortheastern Univ, Ctr Complex Networks Res, Dana Res Ctr 111, Boston, MA 02115 USA
Barabasi, Albert-Laszlo
;
Gulbahce, Natali
论文数: 0引用数: 0
h-index: 0
机构:
Northeastern Univ, Ctr Complex Networks Res, Dana Res Ctr 111, Boston, MA 02115 USA
Northeastern Univ, Dept Phys, Dana Res Ctr 111, Boston, MA 02115 USA
Dana Farber Canc Inst, Ctr Canc Syst Biol, Boston, MA 02115 USA
Univ Calif San Francisco, Dept Cellular & Mol Pharmacol, San Francisco, CA 94158 USANortheastern Univ, Ctr Complex Networks Res, Dana Res Ctr 111, Boston, MA 02115 USA
Gulbahce, Natali
;
Loscalzo, Joseph
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Med, Dept Med, Brigham & Womens Hosp, Boston, MA 02115 USANortheastern Univ, Ctr Complex Networks Res, Dana Res Ctr 111, Boston, MA 02115 USA
机构:
Univ Penn, Dept Bioengn, 210 S 33rd St,240 Skirkanich Hall, Philadelphia, PA 19104 USA
Univ Penn, Dept Elect & Syst Engn, Philadelphia, PA 19104 USAUniv Penn, Dept Bioengn, 210 S 33rd St,240 Skirkanich Hall, Philadelphia, PA 19104 USA
Bassett, Danielle S.
;
Bullmore, Edward T.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Cambridge, Dept Psychiat, Cambridge, England
GlaxoSmithKline R&D, Immunoinflammat Therapeut Area Unit, ImmunoPsychiat, Stevenage, Herts, EnglandUniv Penn, Dept Bioengn, 210 S 33rd St,240 Skirkanich Hall, Philadelphia, PA 19104 USA
机构:
Univ Penn, Dept Bioengn, Philadelphia, PA 19104 USA
Univ Penn, Dept Elect & Syst Engn, Philadelphia, PA 19104 USAUniv Penn, Dept Bioengn, Philadelphia, PA 19104 USA
Bassett, Danielle S.
;
Yang, Muzhi
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Dept Bioengn, Philadelphia, PA 19104 USA
Univ Penn, Appl Math & Computat Sci Grad Grp, Philadelphia, PA 19104 USAUniv Penn, Dept Bioengn, Philadelphia, PA 19104 USA
Yang, Muzhi
;
Wymbs, Nicholas F.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Psychol & Brain Sci, Santa Barbara, CA 93106 USA
Univ Calif Santa Barbara, Brain Imaging Ctr, Santa Barbara, CA 93106 USA
Johns Hopkins Med Inst, Dept Phys Med & Rehabil, Human Brain Physiol & Stimulat Lab, Baltimore, MD 21205 USAUniv Penn, Dept Bioengn, Philadelphia, PA 19104 USA
Wymbs, Nicholas F.
;
Grafton, Scott T.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Psychol & Brain Sci, Santa Barbara, CA 93106 USA
Univ Calif Santa Barbara, Brain Imaging Ctr, Santa Barbara, CA 93106 USAUniv Penn, Dept Bioengn, Philadelphia, PA 19104 USA
机构:
Univ Penn, Dept Bioengn, Philadelphia, PA 19104 USA
Univ Calif Santa Barbara, Dept Phys, Santa Barbara, CA 93106 USA
Univ Calif Santa Barbara, Sage Ctr Study Mind, Santa Barbara, CA 93106 USAUniv Penn, Dept Bioengn, Philadelphia, PA 19104 USA
Bassett, Danielle S.
;
Wymbs, Nicholas F.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Psychol, Santa Barbara, CA 93106 USA
Univ Calif Santa Barbara, UCSB Brain Imaging Ctr, Santa Barbara, CA 93106 USAUniv Penn, Dept Bioengn, Philadelphia, PA 19104 USA
Wymbs, Nicholas F.
;
Porter, Mason A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oxford, Math Inst, Oxford Ctr Ind & Appl Math, Oxford OX2 6GG, England
Univ Oxford, CABDyN Complex Ctr, Oxford OX1 1HP, EnglandUniv Penn, Dept Bioengn, Philadelphia, PA 19104 USA
Porter, Mason A.
;
Mucha, Peter J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ N Carolina, Dept Math, Carolina Ctr Interdisciplinary Appl Math, Chapel Hill, NC 27599 USA
Univ N Carolina, Dept Appl Phys Sci, Chapel Hill, NC 27599 USAUniv Penn, Dept Bioengn, Philadelphia, PA 19104 USA
Mucha, Peter J.
;
Grafton, Scott T.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Psychol, Santa Barbara, CA 93106 USA
Univ Calif Santa Barbara, UCSB Brain Imaging Ctr, Santa Barbara, CA 93106 USAUniv Penn, Dept Bioengn, Philadelphia, PA 19104 USA
机构:
Univ Calif Santa Barbara, Dept Phys, Complex Syst Grp, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Phys, Complex Syst Grp, Santa Barbara, CA 93106 USA
Bassett, Danielle S.
;
Wymbs, Nicholas F.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Psychol, Santa Barbara, CA 93106 USA
Univ Calif Santa Barbara, UCSB Brain Imaging Ctr, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Phys, Complex Syst Grp, Santa Barbara, CA 93106 USA
Wymbs, Nicholas F.
;
Porter, Mason A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oxford, Inst Math, Oxford Ctr Ind & Appl Math, Oxford OX1 3LB, England
Univ Oxford, Complex Agent Based Dynam Networks Complex Ctr, Oxford OX1 1HP, EnglandUniv Calif Santa Barbara, Dept Phys, Complex Syst Grp, Santa Barbara, CA 93106 USA
Porter, Mason A.
;
Mucha, Peter J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ N Carolina, Dept Math, Carolina Ctr Interdisciplinary Appl Math, Chapel Hill, NC 27599 USA
Univ N Carolina, Inst Adv Mat Nanosci & Technol, Chapel Hill, NC 27599 USAUniv Calif Santa Barbara, Dept Phys, Complex Syst Grp, Santa Barbara, CA 93106 USA
Mucha, Peter J.
;
Carlson, Jean M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Phys, Complex Syst Grp, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Phys, Complex Syst Grp, Santa Barbara, CA 93106 USA
Carlson, Jean M.
;
Grafton, Scott T.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Psychol, Santa Barbara, CA 93106 USA
Univ Calif Santa Barbara, UCSB Brain Imaging Ctr, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Phys, Complex Syst Grp, Santa Barbara, CA 93106 USA
机构:
Penn State Univ, Dept Phys, Dept Biol, University Pk, PA 16802 USAPenn State Univ, Dept Phys, Dept Biol, University Pk, PA 16802 USA
Albert, Reka
;
Thakar, Juilee
论文数: 0引用数: 0
h-index: 0
机构:
Univ Rochester, Med Ctr, Dept Microbiol & Immunol, Dept Biostat & Computat Biol, Rochester, NY 14642 USAPenn State Univ, Dept Phys, Dept Biol, University Pk, PA 16802 USA
机构:
Northeastern Univ, Ctr Complex Networks Res, Dana Res Ctr 111, Boston, MA 02115 USA
Northeastern Univ, Dept Phys, Dana Res Ctr 111, Boston, MA 02115 USA
Dana Farber Canc Inst, Ctr Canc Syst Biol, Boston, MA 02115 USA
Harvard Univ, Sch Med, Dept Med, Brigham & Womens Hosp, Boston, MA 02115 USANortheastern Univ, Ctr Complex Networks Res, Dana Res Ctr 111, Boston, MA 02115 USA
Barabasi, Albert-Laszlo
;
Gulbahce, Natali
论文数: 0引用数: 0
h-index: 0
机构:
Northeastern Univ, Ctr Complex Networks Res, Dana Res Ctr 111, Boston, MA 02115 USA
Northeastern Univ, Dept Phys, Dana Res Ctr 111, Boston, MA 02115 USA
Dana Farber Canc Inst, Ctr Canc Syst Biol, Boston, MA 02115 USA
Univ Calif San Francisco, Dept Cellular & Mol Pharmacol, San Francisco, CA 94158 USANortheastern Univ, Ctr Complex Networks Res, Dana Res Ctr 111, Boston, MA 02115 USA
Gulbahce, Natali
;
Loscalzo, Joseph
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Med, Dept Med, Brigham & Womens Hosp, Boston, MA 02115 USANortheastern Univ, Ctr Complex Networks Res, Dana Res Ctr 111, Boston, MA 02115 USA
机构:
Univ Penn, Dept Bioengn, 210 S 33rd St,240 Skirkanich Hall, Philadelphia, PA 19104 USA
Univ Penn, Dept Elect & Syst Engn, Philadelphia, PA 19104 USAUniv Penn, Dept Bioengn, 210 S 33rd St,240 Skirkanich Hall, Philadelphia, PA 19104 USA
Bassett, Danielle S.
;
Bullmore, Edward T.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Cambridge, Dept Psychiat, Cambridge, England
GlaxoSmithKline R&D, Immunoinflammat Therapeut Area Unit, ImmunoPsychiat, Stevenage, Herts, EnglandUniv Penn, Dept Bioengn, 210 S 33rd St,240 Skirkanich Hall, Philadelphia, PA 19104 USA
机构:
Univ Penn, Dept Bioengn, Philadelphia, PA 19104 USA
Univ Penn, Dept Elect & Syst Engn, Philadelphia, PA 19104 USAUniv Penn, Dept Bioengn, Philadelphia, PA 19104 USA
Bassett, Danielle S.
;
Yang, Muzhi
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Dept Bioengn, Philadelphia, PA 19104 USA
Univ Penn, Appl Math & Computat Sci Grad Grp, Philadelphia, PA 19104 USAUniv Penn, Dept Bioengn, Philadelphia, PA 19104 USA
Yang, Muzhi
;
Wymbs, Nicholas F.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Psychol & Brain Sci, Santa Barbara, CA 93106 USA
Univ Calif Santa Barbara, Brain Imaging Ctr, Santa Barbara, CA 93106 USA
Johns Hopkins Med Inst, Dept Phys Med & Rehabil, Human Brain Physiol & Stimulat Lab, Baltimore, MD 21205 USAUniv Penn, Dept Bioengn, Philadelphia, PA 19104 USA
Wymbs, Nicholas F.
;
Grafton, Scott T.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Psychol & Brain Sci, Santa Barbara, CA 93106 USA
Univ Calif Santa Barbara, Brain Imaging Ctr, Santa Barbara, CA 93106 USAUniv Penn, Dept Bioengn, Philadelphia, PA 19104 USA
机构:
Univ Penn, Dept Bioengn, Philadelphia, PA 19104 USA
Univ Calif Santa Barbara, Dept Phys, Santa Barbara, CA 93106 USA
Univ Calif Santa Barbara, Sage Ctr Study Mind, Santa Barbara, CA 93106 USAUniv Penn, Dept Bioengn, Philadelphia, PA 19104 USA
Bassett, Danielle S.
;
Wymbs, Nicholas F.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Psychol, Santa Barbara, CA 93106 USA
Univ Calif Santa Barbara, UCSB Brain Imaging Ctr, Santa Barbara, CA 93106 USAUniv Penn, Dept Bioengn, Philadelphia, PA 19104 USA
Wymbs, Nicholas F.
;
Porter, Mason A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oxford, Math Inst, Oxford Ctr Ind & Appl Math, Oxford OX2 6GG, England
Univ Oxford, CABDyN Complex Ctr, Oxford OX1 1HP, EnglandUniv Penn, Dept Bioengn, Philadelphia, PA 19104 USA
Porter, Mason A.
;
Mucha, Peter J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ N Carolina, Dept Math, Carolina Ctr Interdisciplinary Appl Math, Chapel Hill, NC 27599 USA
Univ N Carolina, Dept Appl Phys Sci, Chapel Hill, NC 27599 USAUniv Penn, Dept Bioengn, Philadelphia, PA 19104 USA
Mucha, Peter J.
;
Grafton, Scott T.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Psychol, Santa Barbara, CA 93106 USA
Univ Calif Santa Barbara, UCSB Brain Imaging Ctr, Santa Barbara, CA 93106 USAUniv Penn, Dept Bioengn, Philadelphia, PA 19104 USA
机构:
Univ Calif Santa Barbara, Dept Phys, Complex Syst Grp, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Phys, Complex Syst Grp, Santa Barbara, CA 93106 USA
Bassett, Danielle S.
;
Wymbs, Nicholas F.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Psychol, Santa Barbara, CA 93106 USA
Univ Calif Santa Barbara, UCSB Brain Imaging Ctr, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Phys, Complex Syst Grp, Santa Barbara, CA 93106 USA
Wymbs, Nicholas F.
;
Porter, Mason A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oxford, Inst Math, Oxford Ctr Ind & Appl Math, Oxford OX1 3LB, England
Univ Oxford, Complex Agent Based Dynam Networks Complex Ctr, Oxford OX1 1HP, EnglandUniv Calif Santa Barbara, Dept Phys, Complex Syst Grp, Santa Barbara, CA 93106 USA
Porter, Mason A.
;
Mucha, Peter J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ N Carolina, Dept Math, Carolina Ctr Interdisciplinary Appl Math, Chapel Hill, NC 27599 USA
Univ N Carolina, Inst Adv Mat Nanosci & Technol, Chapel Hill, NC 27599 USAUniv Calif Santa Barbara, Dept Phys, Complex Syst Grp, Santa Barbara, CA 93106 USA
Mucha, Peter J.
;
Carlson, Jean M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Phys, Complex Syst Grp, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Phys, Complex Syst Grp, Santa Barbara, CA 93106 USA
Carlson, Jean M.
;
Grafton, Scott T.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Psychol, Santa Barbara, CA 93106 USA
Univ Calif Santa Barbara, UCSB Brain Imaging Ctr, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Phys, Complex Syst Grp, Santa Barbara, CA 93106 USA