DOI: 10.1016/j.neuroimage.2011.08.111. Characterising the dynamics of EEG waveforms as the path through parameter space of a neural mass model: Application to epilepsy seizure evolution

Characterising the dynamics of EEG waveforms as the path through parameter space of a neural mass model: Application to epilepsy seizure evolution

10.1016/j.neuroimage.2011.08.111

Crossref journal-article

Elsevier BV

NeuroImage (78)

Bibliography

Nevado-Holgado, A. J., Marten, F., Richardson, M. P., & Terry, J. R. (2012). Characterising the dynamics of EEG waveforms as the path through parameter space of a neural mass model: Application to epilepsy seizure evolution. NeuroImage, 59(3), 2374â2392.

Authors 4

Alejo J. Nevado-Holgado (first)
Frank Marten (additional)
Mark P. Richardson (additional)
John R. Terry (additional)

References 57 Referenced 67

{'key': '10.1016/j.neuroimage.2011.08.111_bb0005', 'series-title': 'Proceedings of the Second International Conference on Genetic algorithms and their application', 'article-title': 'Reducing bias and inefficiency in the selection algorithm', 'author': 'Baker', 'year': '1987'} / Proceedings of the Second International Conference on Genetic algorithms and their application / Reducing bias and inefficiency in the selection algorithm by Baker (1987)
10.1016/j.eplepsyres.2009.03.003 / Epilepsy Res. / The descriptive epidemiology of epilepsy — a review by Banerjee (2009)
10.1111/j.1528-1167.2011.03049.x / Epilepsia / EEG frequency during spike–wave discharges may predict treatment outcome in patients with idiopathic generalized epilepsies by Benjamin (2011)
10.1007/BF01797193 / Arch. Psychiatr. Nervenkr. / Über das Elektrenkephalogramm des Menschen by Berger (1929)
10.1016/j.clinph.2007.04.013 / Clin. Neurophysiol. / Some peculiarities of time-frequency dynamics of spike–wave discharges in humans and rats by Bosnyakova (2007)
10.1093/cercor/bhj072 / Cereb. Cortex / A unifying explanation of primary generalized seizures through nonlinear modeling and bifurcation analysis by Breakspear (2006)
10.1152/jn.01095.2002 / J. Neurophysiol. / What determines the frequency of fast network oscillations with irregular neural discharges? I. Synaptic dynamics and excitation–inhibition balance by Brunel (2003)
10.1016/j.neuroimage.2010.01.045 / NeuroImage / Large-scale neural dynamics: simple and complex by Coombes (2010)
10.1038/nm.2058 / Nat. Med. / Enhanced tonic GABAA inhibition in typical absence epilepsy by Cope (2009)
{'key': '10.1016/j.neuroimage.2011.08.111_bb0050', 'series-title': 'Proc. Third Int. Conf. on Genetic Algorithms', 'article-title': 'An investigation of niche and species formation in genetic function optimization', 'author': 'Deb', 'year': '1989'} / Proc. Third Int. Conf. on Genetic Algorithms / An investigation of niche and species formation in genetic function optimization by Deb (1989)
10.1371/journal.pcbi.1000092 / PLoS Comput. Biol. / The dynamic brain: from spiking neurons to neural masses and cortical fields by Deco (2008)
10.1088/0951-7715/23/3/017 / Nonlinearity / Numerical continuation of canard orbits in slow–fast dynamical systems by Desroches (2010)
10.1523/JNEUROSCI.18-21-09099.1998 / J. Neurosci. / Spike- and wave oscillations based on the properties of GABAB receptors by Destexhe (1998)
{'key': '10.1016/j.neuroimage.2011.08.111_bb0070', 'series-title': 'Thalamocortical Assemblies', 'author': 'Destexhe', 'year': '2001'} / Thalamocortical Assemblies by Destexhe (2001)
10.1145/779359.779362 / ACM Trans. Math. Softw. / MATCONT: a MATLAB package for numerical bifurcation analysis of ODEs by Dhooge (2003)
{'key': '10.1016/j.neuroimage.2011.08.111_bb0080', 'series-title': 'Introduction to Evolutionary Computing', 'author': 'Eiben', 'year': '2003'} / Introduction to Evolutionary Computing by Eiben (2003)
{'key': '10.1016/j.neuroimage.2011.08.111_bb0085', 'series-title': 'Report no. TW-330', 'article-title': 'DDE-BIFTOOL v. 2.00: a MATLAB package for bifurcation analysis of delay differential equations', 'author': 'Engelborghs', 'year': '2001'} / Report no. TW-330 / DDE-BIFTOOL v. 2.00: a MATLAB package for bifurcation analysis of delay differential equations by Engelborghs (2001)
10.1016/j.neuroimage.2008.07.041 / NeuroImage / Dynamic causal modelling for M/EEG: spatial and temporal symmetry constraints by Fastenrath (2009)
{'key': '10.1016/j.neuroimage.2011.08.111_bb0095', 'series-title': 'Mass Action in the Nervous System', 'author': 'Freeman', 'year': '1975'} / Mass Action in the Nervous System by Freeman (1975)
{'key': '10.1016/j.neuroimage.2011.08.111_bb0105', 'series-title': 'Proc. Second Int. Conf. on Genetic Algorithms', 'article-title': 'Genetic algorithms with sharing for multimodal function optimization', 'author': 'Goldberg', 'year': '1987'} / Proc. Second Int. Conf. on Genetic Algorithms / Genetic algorithms with sharing for multimodal function optimization by Goldberg (1987)
10.1016/j.neuroimage.2010.12.074 / NeuroImage / Intermittent spike–wave dynamics in a heterogeneous, spatially extended neural mass model by Goodfellow (2011)
10.1162/neco.2006.18.12.3052 / Neural Comput. / Bifurcation analysis of Jansen's neural mass model by Grimbert (2006)
10.1109/72.265964 / IEEE Trans. Neural Netw. / Convergence analysis of canonical genetic algorithms by Günter (1994)
10.1523/JNEUROSCI.0817-10.2010 / J. Neurosci. / Conditions for the generation of beta oscillations in the subthalamic nucleus–globus pallidus network by Holgado-Nevado (2010)
10.1111/j.1528-1167.2008.01505.x / Epilepsia / Dense array EEG: methodology and new hypothesis on epilepsy syndromes by Holmes (2008)
10.1073/pnas.0712231105 / PNAS / Large-scale model of mammalian thalamocortical systems by Izhikevich (2008)
10.1007/BF00199471 / Biol. Cybern. / Electroencephalogram and visual evoked potential generation in a mathematical model of coupled cortical columns by Jansen (1995)
10.1103/PhysRevLett.77.960 / Phys. Rev. Lett. / Field theory of electromagnetic brain activity by Jirsa (1996)
{'key': '10.1016/j.neuroimage.2011.08.111_bb0155', 'series-title': 'Elements of Applied Bifurcation Theory', 'author': 'Kuznetsov', 'year': '2004'} / Elements of Applied Bifurcation Theory by Kuznetsov (2004)
{'key': '10.1016/j.neuroimage.2011.08.111_bb0165', 'first-page': '300', 'article-title': 'Understanding the transition to seizure by modeling the epileptiform activity of general anesthetic agents', 'volume': '22', 'author': 'Liley', 'year': '2005', 'journal-title': 'J. Clin. Neurophysiol.'} / J. Clin. Neurophysiol. / Understanding the transition to seizure by modeling the epileptiform activity of general anesthetic agents by Liley (2005)
10.1080/net.13.1.67.113 / Netw. Comput. Neural Syst. / A spatially continuous mean field theory of electrocortical activity by Liley (2002)
10.1007/BF00270757 / Kybernetic / Model of brain rhythmic activity by Lopes da Silva (1974)
10.1098/rsta.2008.0255 / Philos. Trans. R. Soc. A / Onset of polyspike complexes in a mean-field model of human electroencephalograph and its application to absence epilepsy by Marten (2009)
10.1103/PhysRevE.79.021911 / Phys. Rev. E / Derivation and analysis of an ordinary differential equation mean-field model for studying clinically recorded epilepsy dynamics by Marten (2009)
{'key': '10.1016/j.neuroimage.2011.08.111_bb0185', 'series-title': 'New ideas in optimization', 'first-page': '245', 'article-title': 'Fitness landscapes and memetic algorithm design', 'author': 'Merz', 'year': '1999'} / New ideas in optimization / Fitness landscapes and memetic algorithm design by Merz (1999)
{'key': '10.1016/j.neuroimage.2011.08.111_bb0190', 'series-title': 'Machine Learning', 'author': 'Mitchell', 'year': '1997'} / Machine Learning by Mitchell (1997)
{'key': '10.1016/j.neuroimage.2011.08.111_bb0195', 'series-title': 'An Introduction to Genetic Algorithms', 'author': 'Mitchell', 'year': '1998'} / An Introduction to Genetic Algorithms by Mitchell (1998)
10.1111/j.1528-1157.1997.tb01193.x / Epilepsia / Mortality in epilepsy by Nashef (1997)
{'key': '10.1016/j.neuroimage.2011.08.111_bb0205', 'series-title': 'Electroencephalography: Basic Principles, Clinical Applications, and Related Fields', 'year': '2005'} / Electroencephalography: Basic Principles, Clinical Applications, and Related Fields (2005)
10.1371/journal.pcbi.1000709 / PLoS Comput. Biol. / Comparing families of dynamic causal models by Penny (2010)
10.1523/JNEUROSCI.0753-07.2007 / J. Neurosci. / Deep layer somatosensory cortical neurons initiate spike-and-wave discharges in a genetic model of absence seizures by Polack (2007)
10.1111/j.1528-1167.2007.01251.x / Epilepsia / Estimating the cost of epilepsy in Europe: a review with economic modeling by Pugliatti (2007)
10.1103/PhysRevE.56.826 / Phys. Rev. E / Propagation and stability of waves of electrical activity in the cerebral cortex by Robinson (1997)
10.1103/PhysRevE.65.041924 / Phys. Rev. E / Dynamics of large-scale brain activity in normal arousal states and epileptic seizures by Robinson (2002)
10.1002/hbm.20032 / Hum. Brain Mapp. / Estimation of multiscale neurophysiologic parameters by electroencephalographic means by Robinson (2004)
10.1016/j.physleta.2006.03.003 / Phys. Lett. A / On the genesis of spike–wave oscillations in a mean-field model of human thalamic and corticothalamic dynamics by Rodrigues (2006)
10.1007/s10827-009-0166-2 / J. Comput. Neurosci. / Transitions to spike–wave oscillations and epileptic dynamics in a human cortico-thalamic mean-field model by Rodrigues (2009)
10.1007/s00422-009-0357-y / Biol. Cybern. / A method for detecting false bifurcations in dynamical systems: application to neural-field models by Rodrigues (2010)
{'issue': 'S10', 'key': '10.1016/j.neuroimage.2011.08.111_bb0255', 'first-page': '94', 'article-title': 'Petit-mal sonata: predominant EEG seizure patterns in childhood absence epilepsy (CAE)', 'volume': '50', 'author': 'Sogawa', 'year': '2009', 'journal-title': 'Epilepsia'} / Epilepsia / Petit-mal sonata: predominant EEG seizure patterns in childhood absence epilepsy (CAE) by Sogawa (2009)
10.1016/j.clinph.2005.06.011 / Clin. Neurophysiol. / Nonlinear dynamical analysis of EEG and MEG: review of an emerging field by Stam (2005)
{'key': '10.1016/j.neuroimage.2011.08.111_bb0265', 'series-title': 'Neuronal Substrates of Sleep and Epilepsy', 'author': 'Steriade', 'year': '2003'} / Neuronal Substrates of Sleep and Epilepsy by Steriade (2003)
10.1016/j.neuroscience.2004.03.014 / Neuroscience / Dynamics of non-convulsive epileptic phenomena modeled by a bistable neuronal network by Suffczynski (2004)
{'key': '10.1016/j.neuroimage.2011.08.111_bb0275', 'first-page': '288', 'article-title': 'Epileptic transitions: model predictions and experimental validation', 'volume': '22', 'author': 'Suffczynski', 'year': '2005', 'journal-title': 'J. Clin. Neurophysiol.'} / J. Clin. Neurophysiol. / Epileptic transitions: model predictions and experimental validation by Suffczynski (2005)
{'key': '10.1016/j.neuroimage.2011.08.111_bb0280', 'series-title': 'Proc. Third Int. Conf. on Genetic Algorithms', 'article-title': 'Uniform crossover in genetic algorithms', 'author': 'Sywerda', 'year': '1989'} / Proc. Third Int. Conf. on Genetic Algorithms / Uniform crossover in genetic algorithms by Sywerda (1989)
10.1586/ern.10.175 / Expert. Rev. Neurother. / Electroencephalographic assessment of patients with epileptic seizures by Tsiptsios (2010)
{'key': '10.1016/j.neuroimage.2011.08.111_bb0290', 'first-page': '343', 'article-title': 'Interictal to ictal transition in human temporal lobe epilepsy: insights from a computational model of intracerebral EEG', 'volume': '22', 'author': 'Wendling', 'year': '2005', 'journal-title': 'J. Clin. Neurophysiol.'} / J. Clin. Neurophysiol. / Interictal to ictal transition in human temporal lobe epilepsy: insights from a computational model of intracerebral EEG by Wendling (2005)
10.1046/j.1528-1157.2003.26402.x / Epilepsia / EEG in adult-onset idiopathic generalized epilepsy by Yenjun (2003)

Dates

Type	When
Created	13 years, 11 months ago (Sept. 15, 2011, 10:08 a.m.)
Deposited	1 year, 4 months ago (April 11, 2024, 12:51 p.m.)
Indexed	37 minutes ago (Aug. 25, 2025, 5 p.m.)
Issued	13 years, 6 months ago (Feb. 1, 2012)
Published	13 years, 6 months ago (Feb. 1, 2012)
Published Print	13 years, 6 months ago (Feb. 1, 2012)

Funders 3

EPSRC 10.13039/501100000266 Engineering and Physical Sciences Research Council
Region: Europe
gov (National government)
Labels4
1. UKRI Engineering and Physical Sciences Research Council
2. Engineering and Physical Sciences Research Council - UKRI
3. Engineering & Physical Sciences Research Council
4. EPSRC
MRC
Caja Madrid Foundation, Madrid, Spain

BibTeX

@article{Nevado_Holgado_2012, title={Characterising the dynamics of EEG waveforms as the path through parameter space of a neural mass model: Application to epilepsy seizure evolution}, volume={59}, ISSN={1053-8119}, url={http://dx.doi.org/10.1016/j.neuroimage.2011.08.111}, DOI={10.1016/j.neuroimage.2011.08.111}, number={3}, journal={NeuroImage}, publisher={Elsevier BV}, author={Nevado-Holgado, Alejo J. and Marten, Frank and Richardson, Mark P. and Terry, John R.}, year={2012}, month=feb, pages={2374–2392} }

JSON

{
  "indexed": {
    "date-parts": [
      [
        2025,
        8,
        25
      ]
    ],
    "date-time": "2025-08-25T21:00:10Z",
    "timestamp": 1756155610404
  },
  "reference-count": 57,
  "publisher": "Elsevier BV",
  "issue": "3",
  "license": [
    {
      "start": {
        "date-parts": [
          [
            2012,
            2,
            1
          ]
        ],
        "date-time": "2012-02-01T00:00:00Z",
        "timestamp": 1328054400000
      },
      "content-version": "tdm",
      "delay-in-days": 0,
      "URL": "https://www.elsevier.com/tdm/userlicense/1.0/"
    }
  ],
  "funder": [
    {
      "DOI": "10.13039/501100000266",
      "name": "EPSRC",
      "doi-asserted-by": "crossref",
      "id": [
        {
          "id": "10.13039/501100000266",
          "id-type": "DOI",
          "asserted-by": "crossref"
        }
      ]
    },
    {
      "name": "MRC"
    },
    {
      "name": "Caja Madrid Foundation, Madrid, Spain"
    }
  ],
  "content-domain": {
    "domain": [
      "elsevier.com",
      "sciencedirect.com"
    ],
    "crossmark-restriction": true
  },
  "published-print": {
    "date-parts": [
      [
        2012,
        2
      ]
    ]
  },
  "DOI": "10.1016/j.neuroimage.2011.08.111",
  "type": "journal-article",
  "created": {
    "date-parts": [
      [
        2011,
        9,
        15
      ]
    ],
    "date-time": "2011-09-15T14:08:37Z",
    "timestamp": 1316095717000
  },
  "page": "2374-2392",
  "update-policy": "http://dx.doi.org/10.1016/elsevier_cm_policy",
  "source": "Crossref",
  "is-referenced-by-count": 67,
  "title": "Characterising the dynamics of EEG waveforms as the path through parameter space of a neural mass model: Application to epilepsy seizure evolution",
  "prefix": "10.1016",
  "volume": "59",
  "author": [
    {
      "given": "Alejo J.",
      "family": "Nevado-Holgado",
      "sequence": "first",
      "affiliation": []
    },
    {
      "given": "Frank",
      "family": "Marten",
      "sequence": "additional",
      "affiliation": []
    },
    {
      "given": "Mark P.",
      "family": "Richardson",
      "sequence": "additional",
      "affiliation": []
    },
    {
      "given": "John R.",
      "family": "Terry",
      "sequence": "additional",
      "affiliation": []
    }
  ],
  "member": "78",
  "reference": [
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0005",
      "series-title": "Proceedings of the Second International Conference on Genetic algorithms and their application",
      "article-title": "Reducing bias and inefficiency in the selection algorithm",
      "author": "Baker",
      "year": "1987"
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0010",
      "doi-asserted-by": "crossref",
      "first-page": "31",
      "DOI": "10.1016/j.eplepsyres.2009.03.003",
      "article-title": "The descriptive epidemiology of epilepsy \u2014 a review",
      "volume": "85",
      "author": "Banerjee",
      "year": "2009",
      "journal-title": "Epilepsy Res."
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0015",
      "doi-asserted-by": "crossref",
      "first-page": "e45",
      "DOI": "10.1111/j.1528-1167.2011.03049.x",
      "article-title": "EEG frequency during spike\u2013wave discharges may predict treatment outcome in patients with idiopathic generalized epilepsies",
      "volume": "52",
      "author": "Benjamin",
      "year": "2011",
      "journal-title": "Epilepsia"
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0020",
      "doi-asserted-by": "crossref",
      "first-page": "527",
      "DOI": "10.1007/BF01797193",
      "article-title": "\u00dcber das Elektrenkephalogramm des Menschen",
      "volume": "87",
      "author": "Berger",
      "year": "1929",
      "journal-title": "Arch. Psychiatr. Nervenkr."
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0025",
      "doi-asserted-by": "crossref",
      "first-page": "1736",
      "DOI": "10.1016/j.clinph.2007.04.013",
      "article-title": "Some peculiarities of time-frequency dynamics of spike\u2013wave discharges in humans and rats",
      "volume": "118",
      "author": "Bosnyakova",
      "year": "2007",
      "journal-title": "Clin. Neurophysiol."
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0030",
      "doi-asserted-by": "crossref",
      "first-page": "1296",
      "DOI": "10.1093/cercor/bhj072",
      "article-title": "A unifying explanation of primary generalized seizures through nonlinear modeling and bifurcation analysis",
      "volume": "16",
      "author": "Breakspear",
      "year": "2006",
      "journal-title": "Cereb. Cortex"
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0035",
      "doi-asserted-by": "crossref",
      "first-page": "415",
      "DOI": "10.1152/jn.01095.2002",
      "article-title": "What determines the frequency of fast network oscillations with irregular neural discharges? I. Synaptic dynamics and excitation\u2013inhibition balance",
      "volume": "90",
      "author": "Brunel",
      "year": "2003",
      "journal-title": "J. Neurophysiol."
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0040",
      "doi-asserted-by": "crossref",
      "first-page": "731",
      "DOI": "10.1016/j.neuroimage.2010.01.045",
      "article-title": "Large-scale neural dynamics: simple and complex",
      "volume": "52",
      "author": "Coombes",
      "year": "2010",
      "journal-title": "NeuroImage"
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0045",
      "doi-asserted-by": "crossref",
      "first-page": "1392",
      "DOI": "10.1038/nm.2058",
      "article-title": "Enhanced tonic GABAA inhibition in typical absence epilepsy",
      "volume": "15",
      "author": "Cope",
      "year": "2009",
      "journal-title": "Nat. Med."
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0050",
      "series-title": "Proc. Third Int. Conf. on Genetic Algorithms",
      "article-title": "An investigation of niche and species formation in genetic function optimization",
      "author": "Deb",
      "year": "1989"
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0055",
      "doi-asserted-by": "crossref",
      "first-page": "e1000092",
      "DOI": "10.1371/journal.pcbi.1000092",
      "article-title": "The dynamic brain: from spiking neurons to neural masses and cortical fields",
      "volume": "4",
      "author": "Deco",
      "year": "2008",
      "journal-title": "PLoS Comput. Biol."
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0060",
      "doi-asserted-by": "crossref",
      "first-page": "739",
      "DOI": "10.1088/0951-7715/23/3/017",
      "article-title": "Numerical continuation of canard orbits in slow\u2013fast dynamical systems",
      "volume": "23",
      "author": "Desroches",
      "year": "2010",
      "journal-title": "Nonlinearity"
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0065",
      "doi-asserted-by": "crossref",
      "first-page": "9099",
      "DOI": "10.1523/JNEUROSCI.18-21-09099.1998",
      "article-title": "Spike- and wave oscillations based on the properties of GABAB receptors",
      "volume": "18",
      "author": "Destexhe",
      "year": "1998",
      "journal-title": "J. Neurosci."
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0070",
      "series-title": "Thalamocortical Assemblies",
      "author": "Destexhe",
      "year": "2001"
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0075",
      "doi-asserted-by": "crossref",
      "first-page": "141",
      "DOI": "10.1145/779359.779362",
      "article-title": "MATCONT: a MATLAB package for numerical bifurcation analysis of ODEs",
      "volume": "29",
      "author": "Dhooge",
      "year": "2003",
      "journal-title": "ACM Trans. Math. Softw."
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0080",
      "series-title": "Introduction to Evolutionary Computing",
      "author": "Eiben",
      "year": "2003"
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0085",
      "series-title": "Report no. TW-330",
      "article-title": "DDE-BIFTOOL v. 2.00: a MATLAB package for bifurcation analysis of delay differential equations",
      "author": "Engelborghs",
      "year": "2001"
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0090",
      "doi-asserted-by": "crossref",
      "first-page": "154",
      "DOI": "10.1016/j.neuroimage.2008.07.041",
      "article-title": "Dynamic causal modelling for M/EEG: spatial and temporal symmetry constraints",
      "volume": "44",
      "author": "Fastenrath",
      "year": "2009",
      "journal-title": "NeuroImage"
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0095",
      "series-title": "Mass Action in the Nervous System",
      "author": "Freeman",
      "year": "1975"
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0105",
      "series-title": "Proc. Second Int. Conf. on Genetic Algorithms",
      "article-title": "Genetic algorithms with sharing for multimodal function optimization",
      "author": "Goldberg",
      "year": "1987"
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0110",
      "doi-asserted-by": "crossref",
      "first-page": "930",
      "DOI": "10.1016/j.neuroimage.2010.12.074",
      "article-title": "Intermittent spike\u2013wave dynamics in a heterogeneous, spatially extended neural mass model",
      "volume": "55",
      "author": "Goodfellow",
      "year": "2011",
      "journal-title": "NeuroImage"
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0115",
      "doi-asserted-by": "crossref",
      "first-page": "3052",
      "DOI": "10.1162/neco.2006.18.12.3052",
      "article-title": "Bifurcation analysis of Jansen's neural mass model",
      "volume": "18",
      "author": "Grimbert",
      "year": "2006",
      "journal-title": "Neural Comput."
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0120",
      "doi-asserted-by": "crossref",
      "first-page": "96",
      "DOI": "10.1109/72.265964",
      "article-title": "Convergence analysis of canonical genetic algorithms",
      "volume": "5",
      "author": "G\u00fcnter",
      "year": "1994",
      "journal-title": "IEEE Trans. Neural Netw."
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0125",
      "doi-asserted-by": "crossref",
      "first-page": "12340",
      "DOI": "10.1523/JNEUROSCI.0817-10.2010",
      "article-title": "Conditions for the generation of beta oscillations in the subthalamic nucleus\u2013globus pallidus network",
      "volume": "30",
      "author": "Holgado-Nevado",
      "year": "2010",
      "journal-title": "J. Neurosci."
    },
    {
      "issue": "Suppl. 3",
      "key": "10.1016/j.neuroimage.2011.08.111_bb0130",
      "doi-asserted-by": "crossref",
      "first-page": "3",
      "DOI": "10.1111/j.1528-1167.2008.01505.x",
      "article-title": "Dense array EEG: methodology and new hypothesis on epilepsy syndromes",
      "volume": "49",
      "author": "Holmes",
      "year": "2008",
      "journal-title": "Epilepsia"
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0135",
      "doi-asserted-by": "crossref",
      "first-page": "3593",
      "DOI": "10.1073/pnas.0712231105",
      "article-title": "Large-scale model of mammalian thalamocortical systems",
      "volume": "105",
      "author": "Izhikevich",
      "year": "2008",
      "journal-title": "PNAS"
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0140",
      "doi-asserted-by": "crossref",
      "first-page": "357",
      "DOI": "10.1007/BF00199471",
      "article-title": "Electroencephalogram and visual evoked potential generation in a mathematical model of coupled cortical columns",
      "volume": "71",
      "author": "Jansen",
      "year": "1995",
      "journal-title": "Biol. Cybern."
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0145",
      "doi-asserted-by": "crossref",
      "first-page": "960",
      "DOI": "10.1103/PhysRevLett.77.960",
      "article-title": "Field theory of electromagnetic brain activity",
      "volume": "77",
      "author": "Jirsa",
      "year": "1996",
      "journal-title": "Phys. Rev. Lett."
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0155",
      "series-title": "Elements of Applied Bifurcation Theory",
      "author": "Kuznetsov",
      "year": "2004"
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0165",
      "first-page": "300",
      "article-title": "Understanding the transition to seizure by modeling the epileptiform activity of general anesthetic agents",
      "volume": "22",
      "author": "Liley",
      "year": "2005",
      "journal-title": "J. Clin. Neurophysiol."
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0160",
      "doi-asserted-by": "crossref",
      "first-page": "67",
      "DOI": "10.1080/net.13.1.67.113",
      "article-title": "A spatially continuous mean field theory of electrocortical activity",
      "volume": "13",
      "author": "Liley",
      "year": "2002",
      "journal-title": "Netw. Comput. Neural Syst."
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0170",
      "doi-asserted-by": "crossref",
      "first-page": "27",
      "DOI": "10.1007/BF00270757",
      "article-title": "Model of brain rhythmic activity",
      "volume": "15",
      "author": "Lopes da Silva",
      "year": "1974",
      "journal-title": "Kybernetic"
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0175",
      "doi-asserted-by": "crossref",
      "first-page": "1145",
      "DOI": "10.1098/rsta.2008.0255",
      "article-title": "Onset of polyspike complexes in a mean-field model of human electroencephalograph and its application to absence epilepsy",
      "volume": "367",
      "author": "Marten",
      "year": "2009",
      "journal-title": "Philos. Trans. R. Soc. A"
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0180",
      "doi-asserted-by": "crossref",
      "first-page": "021911",
      "DOI": "10.1103/PhysRevE.79.021911",
      "article-title": "Derivation and analysis of an ordinary differential equation mean-field model for studying clinically recorded epilepsy dynamics",
      "volume": "79",
      "author": "Marten",
      "year": "2009",
      "journal-title": "Phys. Rev. E"
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0185",
      "series-title": "New ideas in optimization",
      "first-page": "245",
      "article-title": "Fitness landscapes and memetic algorithm design",
      "author": "Merz",
      "year": "1999"
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0190",
      "series-title": "Machine Learning",
      "author": "Mitchell",
      "year": "1997"
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0195",
      "series-title": "An Introduction to Genetic Algorithms",
      "author": "Mitchell",
      "year": "1998"
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0200",
      "doi-asserted-by": "crossref",
      "first-page": "1059",
      "DOI": "10.1111/j.1528-1157.1997.tb01193.x",
      "article-title": "Mortality in epilepsy",
      "volume": "38",
      "author": "Nashef",
      "year": "1997",
      "journal-title": "Epilepsia"
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0205",
      "series-title": "Electroencephalography: Basic Principles, Clinical Applications, and Related Fields",
      "year": "2005"
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0210",
      "doi-asserted-by": "crossref",
      "first-page": "e1000709",
      "DOI": "10.1371/journal.pcbi.1000709",
      "article-title": "Comparing families of dynamic causal models",
      "volume": "6",
      "author": "Penny",
      "year": "2010",
      "journal-title": "PLoS Comput. Biol."
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0215",
      "doi-asserted-by": "crossref",
      "first-page": "6590",
      "DOI": "10.1523/JNEUROSCI.0753-07.2007",
      "article-title": "Deep layer somatosensory cortical neurons initiate spike-and-wave discharges in a genetic model of absence seizures",
      "volume": "27",
      "author": "Polack",
      "year": "2007",
      "journal-title": "J. Neurosci."
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0220",
      "doi-asserted-by": "crossref",
      "first-page": "2224",
      "DOI": "10.1111/j.1528-1167.2007.01251.x",
      "article-title": "Estimating the cost of epilepsy in Europe: a review with economic modeling",
      "volume": "48",
      "author": "Pugliatti",
      "year": "2007",
      "journal-title": "Epilepsia"
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0225",
      "doi-asserted-by": "crossref",
      "first-page": "826",
      "DOI": "10.1103/PhysRevE.56.826",
      "article-title": "Propagation and stability of waves of electrical activity in the cerebral cortex",
      "volume": "56",
      "author": "Robinson",
      "year": "1997",
      "journal-title": "Phys. Rev. E"
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0230",
      "doi-asserted-by": "crossref",
      "first-page": "041924",
      "DOI": "10.1103/PhysRevE.65.041924",
      "article-title": "Dynamics of large-scale brain activity in normal arousal states and epileptic seizures",
      "volume": "65",
      "author": "Robinson",
      "year": "2002",
      "journal-title": "Phys. Rev. E"
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0235",
      "doi-asserted-by": "crossref",
      "first-page": "53",
      "DOI": "10.1002/hbm.20032",
      "article-title": "Estimation of multiscale neurophysiologic parameters by electroencephalographic means",
      "volume": "23",
      "author": "Robinson",
      "year": "2004",
      "journal-title": "Hum. Brain Mapp."
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0240",
      "doi-asserted-by": "crossref",
      "first-page": "352",
      "DOI": "10.1016/j.physleta.2006.03.003",
      "article-title": "On the genesis of spike\u2013wave oscillations in a mean-field model of human thalamic and corticothalamic dynamics",
      "volume": "355",
      "author": "Rodrigues",
      "year": "2006",
      "journal-title": "Phys. Lett. A"
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0250",
      "doi-asserted-by": "crossref",
      "first-page": "507",
      "DOI": "10.1007/s10827-009-0166-2",
      "article-title": "Transitions to spike\u2013wave oscillations and epileptic dynamics in a human cortico-thalamic mean-field model",
      "volume": "27",
      "author": "Rodrigues",
      "year": "2009",
      "journal-title": "J. Comput. Neurosci."
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0245",
      "doi-asserted-by": "crossref",
      "first-page": "145",
      "DOI": "10.1007/s00422-009-0357-y",
      "article-title": "A method for detecting false bifurcations in dynamical systems: application to neural-field models",
      "volume": "102",
      "author": "Rodrigues",
      "year": "2010",
      "journal-title": "Biol. Cybern."
    },
    {
      "issue": "S10",
      "key": "10.1016/j.neuroimage.2011.08.111_bb0255",
      "first-page": "94",
      "article-title": "Petit-mal sonata: predominant EEG seizure patterns in childhood absence epilepsy (CAE)",
      "volume": "50",
      "author": "Sogawa",
      "year": "2009",
      "journal-title": "Epilepsia"
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0260",
      "doi-asserted-by": "crossref",
      "first-page": "2266",
      "DOI": "10.1016/j.clinph.2005.06.011",
      "article-title": "Nonlinear dynamical analysis of EEG and MEG: review of an emerging field",
      "volume": "116",
      "author": "Stam",
      "year": "2005",
      "journal-title": "Clin. Neurophysiol."
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0265",
      "series-title": "Neuronal Substrates of Sleep and Epilepsy",
      "author": "Steriade",
      "year": "2003"
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0270",
      "doi-asserted-by": "crossref",
      "first-page": "467",
      "DOI": "10.1016/j.neuroscience.2004.03.014",
      "article-title": "Dynamics of non-convulsive epileptic phenomena modeled by a bistable neuronal network",
      "volume": "126",
      "author": "Suffczynski",
      "year": "2004",
      "journal-title": "Neuroscience"
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0275",
      "first-page": "288",
      "article-title": "Epileptic transitions: model predictions and experimental validation",
      "volume": "22",
      "author": "Suffczynski",
      "year": "2005",
      "journal-title": "J. Clin. Neurophysiol."
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0280",
      "series-title": "Proc. Third Int. Conf. on Genetic Algorithms",
      "article-title": "Uniform crossover in genetic algorithms",
      "author": "Sywerda",
      "year": "1989"
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0285",
      "doi-asserted-by": "crossref",
      "first-page": "1869",
      "DOI": "10.1586/ern.10.175",
      "article-title": "Electroencephalographic assessment of patients with epileptic seizures",
      "volume": "10",
      "author": "Tsiptsios",
      "year": "2010",
      "journal-title": "Expert. Rev. Neurother."
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0290",
      "first-page": "343",
      "article-title": "Interictal to ictal transition in human temporal lobe epilepsy: insights from a computational model of intracerebral EEG",
      "volume": "22",
      "author": "Wendling",
      "year": "2005",
      "journal-title": "J. Clin. Neurophysiol."
    },
    {
      "key": "10.1016/j.neuroimage.2011.08.111_bb0295",
      "doi-asserted-by": "crossref",
      "first-page": "252",
      "DOI": "10.1046/j.1528-1157.2003.26402.x",
      "article-title": "EEG in adult-onset idiopathic generalized epilepsy",
      "volume": "44",
      "author": "Yenjun",
      "year": "2003",
      "journal-title": "Epilepsia"
    }
  ],
  "container-title": "NeuroImage",
  "original-title": [],
  "language": "en",
  "link": [
    {
      "URL": "https://api.elsevier.com/content/article/PII:S1053811911010536?httpAccept=text/xml",
      "content-type": "text/xml",
      "content-version": "vor",
      "intended-application": "text-mining"
    },
    {
      "URL": "https://api.elsevier.com/content/article/PII:S1053811911010536?httpAccept=text/plain",
      "content-type": "text/plain",
      "content-version": "vor",
      "intended-application": "text-mining"
    }
  ],
  "deposited": {
    "date-parts": [
      [
        2024,
        4,
        11
      ]
    ],
    "date-time": "2024-04-11T16:51:25Z",
    "timestamp": 1712854285000
  },
  "score": 1,
  "resource": {
    "primary": {
      "URL": "https://linkinghub.elsevier.com/retrieve/pii/S1053811911010536"
    }
  },
  "subtitle": [],
  "short-title": [],
  "issued": {
    "date-parts": [
      [
        2012,
        2
      ]
    ]
  },
  "references-count": 57,
  "journal-issue": {
    "issue": "3",
    "published-print": {
      "date-parts": [
        [
          2012,
          2
        ]
      ]
    }
  },
  "alternative-id": [
    "S1053811911010536"
  ],
  "URL": "http://dx.doi.org/10.1016/j.neuroimage.2011.08.111",
  "relation": {},
  "ISSN": [
    "1053-8119"
  ],
  "subject": [],
  "container-title-short": "NeuroImage",
  "published": {
    "date-parts": [
      [
        2012,
        2
      ]
    ]
  },
  "assertion": [
    {
      "value": "Elsevier",
      "name": "publisher",
      "label": "This article is maintained by"
    },
    {
      "value": "Characterising the dynamics of EEG waveforms as the path through parameter space of a neural mass model: Application to epilepsy seizure evolution",
      "name": "articletitle",
      "label": "Article Title"
    },
    {
      "value": "NeuroImage",
      "name": "journaltitle",
      "label": "Journal Title"
    },
    {
      "value": "https://doi.org/10.1016/j.neuroimage.2011.08.111",
      "name": "articlelink",
      "label": "CrossRef DOI link to publisher maintained version"
    },
    {
      "value": "article",
      "name": "content_type",
      "label": "Content Type"
    },
    {
      "value": "Copyright \u00a9 2011 Elsevier Inc. All rights reserved.",
      "name": "copyright",
      "label": "Copyright"
    }
  ]
}