30. Leday G*, Vértes PE*, et al. Replicable and coupled changes in innate and adaptive immune gene expression in two case-control studies of blood microarrays in major depressive disorder.
Biological Psychiatry  (Accepted).

29. Shinn M, Romero-Garcia R, Seidlitz J, Váša F, Vértes PE, Bullmore ET
Versatility of nodal affiliation to communities.
arXiv preprint  arXiv:1701.00568


28. Whitaker KJ*, Vértes PE*, Romero-Garcia R, Váša F, Moutoussis M, Prabhu G, Weiskopf N, Callaghan MF, Wagstyl K, Rittman T, Tait R, Ooi C, Suckling J, Inkster B, Fonagy P, Dolan RJ, Jones PB, Goodyer IM, Bullmore ET, NSPN Consortium
(* These authors contributed equally to the work)
Adolescence is associated with genomically patterned consolidation of the hubs of the human brain connectome.
Proc. Natl. Acad. Sci. (USA) 2016, 113 (32), 9105-9110

27. Vértes PE, Rittman T, Whitaker KJ, Romero-Garcia R, Váša F, Kitzbichler MG, Wagstyl K, Fonagy P, Dolan RJ, Jones PB, Goodyer IM, Bullmore ET, NSPN Consortium
Gene transcription profiles associated with inter-modular hubs and connection distance in human functional magnetic resonance imaging networks.
Philosophical Transactions of the Royal Society B: Biological Sciences 2016, 371, 20150362.

26. Rittman T, Rubinov M, Vértes PE, Patel AX, Ginestet CE, Ghosh BCP, Barker RA, Spillantini MG, Bullmore ET, Rowe JB
Regional expression of the MAPT gene is associated with loss of hubs in brain networks and cognitive impairment in Parkinson disease and progressive supranuclear palsy.
Neurobiol Aging 2016, 48:153-160.

25. Bentley B, Branicky R, Barnes CL, Chew YL, Yemini E, Bullmore ET, Vértes PE*and Schafer WR*.
(* These authors contributed equally to the work)
The multilayer connectome of Caenorhabditis elegans. (2016) PLoS Comp Bio 12.12: e1005283.

24. Fernandez-Egea E*, Vértes PE*, Flint SM*, Turner L, Mustafa S, Hatton A, Smith KGC, Lyons PA, Bullmore ET
(* These authors contributed equally to the work)
Peripheral Immune Cell Populations Associated with Cognitive Deficits and Negative Symptoms of Treatment-Resistant Schizophrenia.
PloS One  2016, 11 (5), e0155631.

23. Vaghi MM, Vértes PE, Kitzbichler MG, Apergis-Schoute AM, van der Flier FE, Fineberg NA, Sule A, Zaman R, Voon V, Kundu P, Bullmore ET, Robbins TW
Specific fronto-striatal circuits for impaired cognitive flexibility and goal-directed planning in Obsessive-Compulsive Disorder: Evidence from resting-state functional connectivity.
Biological Psychiatry  2016.

22. Jao T, Li C-W, Vértes PE, Wu CW, Achard S, Hsieh C-H, Liou C-H, Chen J-H, Bullmore ET
Large-scale functional brain network reorganization during Taoist meditation.
Brain connectivity  2016, 6(1), 9-24.

21. Betzel RF, Avena-Koenigsberger A, Goñi J, He Y, de Reus MA, Griffa A, Vértes PE, Mišic B, Thiran J-P, Hagmann P, van den Heuvel M, Zuo X-N, Bullmore ET and Sporns O Generative models of the human connectome.
Neuroimage  2016, 124, 1054-1064.


20. Vértes PE and Bullmore ET
Annual Research Review: Growth connectomics–the organization and reorganization of brain networks during normal and abnormal development.
Journal of Child Psychology and Psychiatry 2015.


19. Alstott J, Panzarasa P, Rubinov M, Bullmore ET and Vértes PE
A unifying framework for measuring weighted rich clubs.
Scientific Reports 2014, 4.

18. Pavlovic DM, Vértes PE, Bullmore ET, Schafer WR and Nichols TE
Stochastic blockmodeling of the modules and core of the Caenorhabditis elegans connectome.
PloS One 2014, 9 (7), e97584.

17. Vértes PE, Alexander-Bloch A and Bullmore ET
Generative models of rich clubs in Hebbian neuronal networks and large-scale human brain networks.
Philosophical Transactions of the Royal Society B: Biological Sciences2014, 369, 20130531.

16. Patel AX, Kundu P, Rubinov M, Jones SP, Vértes PE, Ersche KD, Suckling J and Bullmore ET
A wavelet method for modeling and despiking motion artifacts from resting-state fMRI time series.
NeuroImage, 2014, 95, 287-304.



15. Kundu P, Brenowitz N, Voon, V, Worbe Y, Vértes PE, Inati S, Saad Z, Bandettini P and Bullmore ET
An integrated strategy for improving functional connectivity mapping using multi-echo EPI.
Proc. Natl. Acad. Sci. (USA), 2013, 110 (40), 16187-16192.

14. Crossley NA, Mechelli A, Vértes PE, Winton-Brown T, Patel A, Ginestet CE, McGuire P and Bullmore ET
Cognitive relevance of the community structure of the human brain functional coactivation network.
Proc. Natl. Acad. Sci. (USA), published online before print: June 24, 2013, doi:10.1073/pnas.1220826110

13. Bullmore E, Vértes PE
From Lichtheim to rich club: Brain networks and psychiatry.
JAMA Psychiatry, published online before print: June 5, 2013, doi: 10.1001/jamapsychiatry.2013.212.

12.  Nicosia V*, Vértes PE*, Schafer WR, Latora V, Bullmore ET
(* These authors contributed equally to the work)
Metamorphosis as a phase transition in the economically modeled growth of a cellular nervous system.
Proc. Natl. Acad. Sci. (USA), published online before print: April 22, 2013, doi:10.1073/pnas.1300753110

11. Towlson EK, Vértes PE, Schafer WR, Ahnert S and Bullmore ET
The rich club of the C. elegans neuronal connectome.
J Neurosci,  2013,  33(15): 6380-6387



10. Achard S, Delon-Martin C, Vértes PE, Renard F, Schenck M, Namer JI, Mutschler V, Froehlig P, Schneider F, Kremer S and Bullmore ET
Hubs of brain functional networks are radically reorganized in comatose patients.
Proc. Natl. Acad. Sci. (USA), published online before print: November 26, 2012, doi:10.1073/pnas.1208933109
NOTE: This article was also in the news: Press Release, Yahoo news, Fox news, Softpedia, Pour la Science

9. Jao T, Vértes PE, Alexander-Bloch A, Tang I-N, Yu Y-C, Chen J-H and Bullmore ET
Volitional eye- opening perturbs brain dynamics and functional connectivity regardless of visual input.
NeuroImage – in press.

8. Vértes PE, Alexander-Bloch A, Gogtay N, Giedd J, Rapoport J, and Bullmore ET
Simple models of human brain functional networks.
Proc. Natl. Acad. Sci. (USA), 2012, 109(15): 5868-73.

7. Alexander-Bloch A, Vértes PE, Stidd R, Lalonde F, Clasen L, Rapoport J, Giedd J, Bullmore ET, Gogtay N
The anatomical distance of functional connections predicts brain network topology in health and schizophrenia.
Cereb Cortex, 2012, doi: 10.1093/cercor/bhr388.

6. Barkóczi B, Juhász G, Averkin R, Vörös I, Vértes PE, Penke B, Szegedi V
GluA1 phosphorylation alters evoked firing pattern in vivo.
Neural Plast, 2012, 2012:286215.



5. Vértes PE, Nicol R, Chapman S, Watkins N, Robertson D and Bullmore ET
Topological isomorphisms of human brain and financial market networks.
Front Syst Neurosci, 2011, 5:75.

4. Nicol R, Chapman S, Vértes PE, Nathan P, Smith ML, Bullmore ET
Fast reconfiguration of high frequency brain networks in response to acoustically deviant tones.
J Neurophysiol, 2011, doi: 10.1152/jn.00817.2011

3. Vértes PE, Bassett DS, Duke T
Scale-free statistics of neuronal assemblies predict learning performance.
BMC Neuroscience, 2011, 12:O4 (abstract – full paper in preparation).



2. Vértes PE, Duke T
Effect of network topology on temporal encoding in networks of spiking neurons.
HFSP Journal, 2010, 4: 153 – 163.
NOTE: This article was also selected for re-publication in the Virtual Journal of Biological Physics Research, 1 July 2010 – published by the American Physical Society and the American Institute of Physics.



1. Vértes PE, Duke T
Neural networks with small-world topology are optimal for encoding based on spatiotemporal patterns of spikes.
BMC Neuroscience, 2009, 10:O11 (abstract).


PhD Thesis:

My thesis entitled “Computation in Spiking Neural Networks” can be found here.