Publications


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Olaf Sporns List of Publications on Google Scholar

Books


* Sporns O (2012) Discovering the Human Connectome. MIT Press, Cambridge.

* Sporns O (2011) Networks of the Brain. MIT Press, Cambridge.

* Sendhoff B, Körner E, Sporns O, Ritter H, Doya K, eds. (2009) Creating Brain-Like Intelligence. Springer: Berlin.

* Reeke, G.N., Poznanski, R.R., Lindsay, K.A., Rosenberg, J.R. and Sporns, O. (2005) Modeling in the Neurosciences. From Biological Systems to Neuromimetic Robotics, 2nd edition, CRC Press, London.

* Sporns, O., and Tononi, G., Eds. (1994) Selectionism and the Brain. Academic Press: San Diego.

Papers

* Misic B, Sporns O, McIntosh AR (2014) Communication efficiency and congestion of signal traffic in large-scale brain networks. PLOS Comput Biol 10, e1003427.

* Goñi J, van den Heuvel MP, Avena-Koenigsberger A, Velez de Mendizabal N, Betzel RF, Griffa A, Hagmann P, Corominas-Murtra B, Thiran JP, Sporns O (2014) Resting-brain functional connectivity predicted by analytic measures of network communication. Proc. Natl. Acad. Sci. USA 111, 833-838.

* Im K, Paldino MJ, Poduri A, Sporns O, Grant PE (2014) Altered white matter connectivity and network organization in polymicrogyria revealed by individual gyral topology-based analysis. Neuroimage 86, 182-193.

* Sporns O (2014) The Human Connectome: Linking Structure and Function in the Human Brain. In: Johansen-Berg, H., Behrens, T.E.J. (Eds.), Diffusion MRI: From Quantitative Measurement to In-vivo Neuroanatomy, pp. 401–428.

* Betzel RF, Griffa A, Avena-Koenigsberger A, Goñi J, Thiran JP, Hagmann P, Sporns O (2013) Multi-scale community organization of the human structural connectome and its relationship with resting-state functional connectivity. Netw Sci 1, 353-373.

* Van den Heuvel MP, Sporns O (2013) Network hubs in the human brain. Trends Cogn. Sci. 17, 683-696.

* Sporns O (2013) Structure and function of complex brain networks. Dialogues Clin. Neurosci. 15, 247-262.

* Sporns O, van den Heuvel MP (2013) Network maps of the human brain’s rich club. Netw Sci 1, 248-250.

* van den Heuvel, MP, Sporns O (2013) An anatomical substrate for integration among functional networks in human cortex. J. Neurosci. 33, 14489-14500.

* Im K, Paldino MJ, Poduri A, Sporns O, Grant PE (2013) Altered white matter connectivity and network organization in polymicrogyria revealed by individual gyral topology-based analysis. Neuroimage (in press)

* Sporns, O., & Honey, C. J. (2013). Topographic dynamics in the resting brain. Neuron, 78(6), 955-956.

* Goñi J, Sporns O, Cheng H, Aznárez-Sanado M, Wang Y, Josa S, Arrondo G, Mathews VP, Hummer TA, Kronenberger WG, Avena-Koenigsberger A, Saykin AJ, Pastor MA (2013). Robust estimation of fractal measures for characterizing the structural complexity of the human brain: Optimization and reproducibility. NeuroImage.83, 646-657.

* Hutchison RM, Womelsdorf T, Allen EA, Bandettini PA, Calhoun VD, Corbetta, M, Della Penna S, Dyun J, Glover G, Gonzalez-Castillo J, Handwerker DA, Keilholz S, Kiviniemi V, Leopold DA, de Pasquale F, Sporns O, Walter M, Chang C (2013) Dynamic functional connectivity: Promises, issues, and interpretations. NeuroImage 80, 360-378.

* Ding JR, An D, Liao W, Li J, Wu GR, Xu Q, Long Z, Gong Q, Zhou D, Sporns O, Chen H (2013) Altered functional and structural connectivity networks in psychogenic non-epileptic seizures. PLOS ONE 8, e63850.

* Burkhalter A, Sporns O, Gao E, Wang Q (2013) Network of mouse visual cortex. In: The New Visual Neurosciences, ed. Werner JS, Chalupa LM, pp. 243-256, MIT Press: Cambridge.

* Sporns O (2013) Making sense of brain network data. Nature Methods 10, 491-493.

* Collin G, Sporns O, Mandl RCW, van den Heuvel MP (2013) Structural and functional aspects relating to cost and benefit of rich club organization in the human cerebral cortex. Cereb Cortex doi:10.1093/cercor/bht064.

* Sporns O (2013) The human connectome: Origins and challenges. Neuroimage 80, 53-61.

* Kim DJ, Bolbecker AR, Howell J, Rass O, Sporns O, Hetrick WP, Breier A, O’Donnell BF (2013) Disturbed resting state EEG synchronization in bipolar disorder: A graph-theoretic analysis. Neuroimage Clin 2, 414-423.

* Sporns O (2013) Network attributes for segregation and integration in the human brain. Curr Opin Neurobiol 23, 162-171.

* Van den Heuvel MP, Sporns O, Collin G, Scheewe T, Mandl RCW, Cahn W, Goni J, Hulshoff Pol HE, Kahn RS (2013) Abnormal rich club organization and functional brain dynamics in schizophrenia. JAMA Psychiatry 70, 783-792.

* Goñi J, Avena-Koenigsberger A, Velez de Mendizabal N, van den Heuvel MP, Betzel RF, Sporns O (2013) Exploring the morphospace of communication efficiency in complex networks. PLoS ONE 8, e58070.

* Betzel RF, Erickson MA, Abell M, O’Donnell BF, Hetrick WP, Sporns O (2012) Synchronization dynamics and evidence for a repertoire of network states in resting EEG. Front Comput Neurosci 6, 74.

* Harriger L, van den Heuvel M, Sporns O (2012) Rich club organization of macaque cerebral cortex and its role in network communication. PLoS ONE 7, e46497.

* Van den Heuvel MP, Kahn R, Goni J, Sporns O (2012) A high-cost, high-efficiency backbone for global brain communication. Proc Natl Acad Sci USA 109, 11372-11377.

* Davis FC, Knodt AR, Sporns O, Lahey BB, Zald DH, Brigidi BD, Hariri AR (2012) Impulsivity and the modular organization of resting-state neural networks. Cereb Cortex 23, 1444-1452.

* Leergard TB, Hilgetag CC, Sporns O (2012) Mapping the connectome: Multi-level analysis of brain connectivity. Front Neuroinf 6, 14.

* Bullmore ET, Sporns O (2012) The economy of brain network organization. Nature Rev Neurosci 13, 336-349.

* Zuo XN, Ehmke R, Mennes M, Imperati D, Castellanos FX, Sporns O, Milham MP (2012) Network centrality in the human functional connectome. Cereb Cortex 22, 1862-1875.

* Adachi Y, Osada T, Sporns O, Watanabe T, Matsui T, Miyamoto K, Miyashita Y (2012) Functional connectivity between anatomically unconnected areas is shaped by collective network-level effects in the macaque cortex. Cereb Cortex 22, 1586-1592.

* Bota M, Sporns O, Swanson LW (2012) Neuroinformatics analysis of molecular expression patterns and neuron populations in gray matter regions: The rat BST as a rich exemplar. Brain Research 1450, 174-193.

* Kim DJ, Skosnik PD, Cheng H, Pruce BJ, Brumbaugh MS, Vollmer JM, Hetrick WP, O’Donnell BF, Sporns O, Puce A, Newman SD (2012) Structural network topology revealed by white matter tractography in cannabis users: A graph theoretical analysis. Brain Connectivity 1, 473-483.

* Lahey BB, McNealy K, Knodt A, Zald DH, Sporns O, Manuck SB, Flory JD, Applegate B, Rathouz PJ, Hariri, AR (2012) Using confirmatory factor analysis to measure contemporaneous activation of defined neuronal networks in functional magnetic resonance imaging. NeuroImage 60, 1982-1991.

* Sporns O (2012) From simple graphs to the connectome: Networks in neuroimaging. Neuroimage (in press)

* Wang Q, Sporns O, Burkhalter A (2012) Network analysis of corticocortical connections reveals ventral and dorsal processing streams in mouse visual cortex. J Neurosci 32, 4386-4399.

* Behrens TEJ, Sporns O (2012) Human connectomics. Curr Opin Neurobiol 22, 144-153.

* Cammoun L, Gigandet X, Meskaldji D, Thiran JP, Sporns O, Do KQ, Maeder P, Meuli R, Hagmann P (2012) Mapping the human connectome at multiple scales with diffusion spectrum MRI. J. Neurosci Methods 203, 386-397.

* Cheng H, Wang Y, Sheng J, Sporns O, Kronenberger WG, Mathews VP, Hummer TA, Saykin AJ (2012) Optimization of seed density in DTI tractography for structural networks. J Neurosci Methods 203, 264-272.

* Van den Heuvel MP, Sporns O (2011) Rich-club organization of the human connectome. J Neurosci 31, 15775-15786.

* Rubinov M, Sporns O, Thivierge JP, Breakspear M (2011) Neurobiologically realistic determinants of self-organized criticality in networks of spiking neurons. PLoS Comput Biol 7, e1002038.

* Cabral J, Hugues E, Sporns O, Deco G (2011) Role of local network oscillations in resting-state functional connectivity. Neuroimage 57, 130-139.

* Rubinov M, Sporns O (2011) Weight-conserving characterization of complex functional brain networks. Neuroimage 56, 2068-2079.

* Sporns O (2011) The human connectome: A complex network. Ann N Y Acad Sci 1224, 109-125.

* Sporns O (2011) The non-random brain: Efficiency, economy, and complex dynamics. Front Comput Neurosci 5, 5.

* Hess A, Axmann R, Rech J, Finzel S, Heindl C, Kreitz S, Sergeeva M, Saake M, Garcia M, Kollias G, Straub RH, Sporns O, Doerfler A, Brune K, Schett G (2011) Blockade of TNF-a rapidly inhibits pain responses in the central nervous system. Proc Natl Acad Sci USA 108, 3731-3736.

* Cahalene DJ, Clancy B, Kingsbury MA, Graf E, Sporns O, Finlay BL (2011) Network structure implied by initial axon outgrowth in rodent cortex: Empirical measurement and models. PLoS ONE 6, e16113.

* Yaeger L, Sporns O, Williams S, Shuai X, Dougherty S (2010) Evolutionary selection of network structure and function. In: Proc A Life XII, pp. 313-320, MIT Press, Cambridge.

* Jirsa VK, Sporns O, Breakspear M, Deco G, McIntosh AR (2010) Towards the virtual brain: Network modeling of the intact and the damaged brain. Arch. Ital. Biol. 148, 189-205.

* Hagmann P, Sporns O, Madan N, Cammoun L, Pienaar R, Wedeen VJ, Meuli R, Thiran J-P, Grant PE (2010) White matter maturation reshapes structural connectivity in the late developing human brain. Proc. Natl. Acad. Sci. USA 107, 19067-19072.

* Sporns O, Körner, E (2010) Value and self-referential control: Necessary ingredients for the autonomous development of flexible intelligence. In: Towards a Theory of Thinking, Glatzeder, BM, et al. (eds.), pp. 323-335, Heidelberg: Springer.

* Sporns O (2010) Brain networks and embodiment. In: Mind in Context, Mesquita B, Feldman Barrett L, Smith ER, eds., pp. 42-64, New York: Guilford Press.

* Hagmann P, Cammoun L, Gigandet X, Gerhard S, Grant PE, Wedeen V, Meuli R, Thiran JP, Honey CJ, Sporns O (2010) MR connectomics: Principles and challenges. J. Neurosci. Methods 194, 34-45.

* Sporns O (2010) Connectome. Scholarpedia 5, 5584.

* Honey CJ, Thivierge JP, Sporns O (2010) Can structure predict function in the human brain? Neuroimage 52, 766-776.

* Rubinov M, Sporns O (2010) Complex network measures of brain connectivity: Uses and interpretations. Neuroimage 52, 1059-1069.

* Knock SA, McIntosh AR, Sporns O, Kötter R, Hagmann P, Jirsa VK (2009) The effects of physiologically plausible connectivity structure on local and global dynamics in large scale brain models. J. Neurosci. Methods 183, 86-94.

* Alstott, J, Breakspear, M, Hagmann, P, Cammoun, L, Sporns, O (2009) Modeling the impact of lesions in the human brain. PLoS Comput Biol 5, 1000408.

* Rubinov, M, Sporns, O, van Leeuwen, C, Breakspear, M (2009) Symbiotic relationship between brain dynamics and architectures. BMC Neuroscience 10, 55.

* Deco, G, Jirsa, V, McIntosh, AR, Sporns, O, Kötter, R (2009) Key role of coupling, delay, and noise in resting brain fluctuations. Proc. Natl. Acad. Sci. USA 106, 10302-10307.

* Sporns O (2009) The human connectome: Linking structure and function in the human brain. In: Diffusion MRI: From quantitative measurement to in vivo neuroanatomy. Johansen-Berg, H., Behrens, TEJ (eds), pp. 309-332, Academic Press, Amsterdam.

* Sporns O (2009) From complex networks to intelligent systems. In: Creating Brain-Like Intelligence, Sendhoff, B et al. (eds.), Lecture Notes in Artificial Intelligence, pp 15-30, Springer, Berlin.

* Honey CJ, Sporns O, Cammoun L, Gigandet X, Thiran JP, Meuli R, Hagmann P (2009) Predicting human resting-state functional connectivity from structural connectivity. Proc. Natl. Acad. Sci. USA 106, 2035-2040.

* Bullmore, E.T, Sporns, O. (2009) Complex brain networks: Graph-theoretical analysis of structural and functional systems. Nature Reviews Neuroscience 10, 186-198.

* Pfeifer, R, Lungarella, M, Sporns O (2008) The synthetic approach to embodied cognition: A primer. Handbook of Cognitive Science: An Embodied Approach, Calvo, O and Gomila, A, (eds), pp. 121-137, Elsevier, Amsterdam.

* Yaeger, L, Griffith, V, Sporns O (2008) Passive and driven trends in the evolution of complexity. Artificial Life XI. Proceedings of the Eleventh International Conference on the Simulation and Synthesis of Living Systems, Cambridge, MA: MIT Press.

* Hagmann, P., Cammoun, L., Gigandet, X., Meuli, R., Honey, C.J., Wedeen, V.J., Sporns, O. (2008) Mapping the structural core of human cerebral cortex. PLoS Biology 6, e159.

* Honey, CJ, Sporns, O (2008) Dynamical consequences of lesions in cortical networks. Human Brain Mapping 29, 802-809.

* Pfeifer, R., Lungarella, M., Sporns, O., Kuniyoshi, Y. (2007) On the information theoretic implications of embodiment: principles and methods. In: Lungarella, M, Iida, F, Bongard, J., Pfeifer, R, (eds), 50 Years of AI, Lecture Notes in Artificial Intelligence 4850, pp 76-86, Springer Verlag, Berlin.

* Polani, D., Sporns, O., Lungarella, M. (2007) How information and embodiment shape intelligent information processing. In: Lungarella, M, Iida, F, Bongard, J., Pfeifer, R, (eds), 50 Years of AI, Lecture Notes in Artificial Intelligence 4850, pp 99-111, Springer Verlag, Berlin.

* Kötter, R, Reid, A.T., Krumnack, A., Wanke, E., Sporns, O. (2007) Shapley ratings in brain networks. Frontiers in Neuroinformatics 1:2 doi: 10.3398/neuro.11/002.2007.

* Sporns, O. (2007) Complexity. Scholarpedia 2, 1623.

* Sporns, O. (2007) Brain Connectivity. Scholarpedia 2, 4695.

* Sporns, O., Honey, C.J., and Kötter, R. (2007) Identification and Classification of Hubs in Brain Networks. PLoS ONE 2, e1049.

* Sporns, O., and Tononi, G. (2007) Structural determinants of functional brain dynamics. In: Jirsa, V., and McIntosh, A.R. (eds.) Handbook of Brain Connectivity, Springer-Verlag, Berlin etc., pp. 117-148.

* Da Costa, L., and Sporns, O. (2007) Diversity of cortical states at non-equilibrium simulated by the ferromagnetic Ising model under Metropolis dynamics. J. Bifurc. Chaos 17, 2387-2398.

* Da Costa, L., Sporns, O., Antiqueira, L., das Gracas Volpe Nunes, M., and Oliveira, O.N. (2007) Correlations between structure and random walk dynamics in directed complex networks. Appl. Phys. Lett. 91, 054107.

* Honey, C.J., Kötter, R., Breakspear, M., Sporns, O. (2007) Network structure of cerebral cortex shapes functional connectivity on multiple time scales. Proc. Natl. Acad. Sci. USA 104, 10240-10245.

* Sporns, O. (2007) What neuro-robotic models can tell us about neural and cognitive development. In: Neuroconstructivism: Perspectives and Prospects, pp. 179-204, Mareschal, D., Sirois, S., Westermann, G. & Johnson, M.H., eds., Oxford University Press, Oxford, UK.

* Sporns, O., and Honey, C.J. (2006) Small worlds inside big brains. Proc. Natl. Acad. Sci. USA 103, 19219-19220.

* Lungarella, M., and Sporns, O. (2006) Mapping information flow in sensorimotor networks. PLoS Comp. Biol. 2, 1301-1312.

* Da Costa, L., and Sporns, O. (2006) Correlating thalamocortical connectivity and activity. Appl. Phys. Lett. 89, 013903.

* Sporns, O., Karnowski, J., and Lungarella, M. (2006) Mapping causal relations in sensorimotor networks. Proc. ICDL 2006.

* Alexander, W., and Sporns, O. (2006) Temporal difference learning with learned attention shifts. Proc. ICDL 2006.

* Sporns, O. and Lungarella, M. 2006. Evolving coordinated behavior by maximizing information structure. In Rocha, L.M., Yager, L.S., Bedeau, M.A., Floreano, D., Goldstone, R.L., and Vespigniani, A. (eds.) Artificial Life X. Proceedings of the Tenth International Conference on the Simulation and Synthesis of Living Systems, pp. 323-329, Cambridge, MA: MIT Press.

* Yaeger, L., and Sporns, O. (2006) Evolution of neural structure and complexity in a computational ecology. In Rocha, L.M., Yager, L.S., Bedeau, M.A., Floreano, D., Goldstone, R.L., and Vespigniani, A. (eds.) Artificial Life X. Proceedings of the Tenth International Conference on the Simulation and Synthesis of Living Systems, pp. 330-336, Cambridge, MA: MIT Press.

* Sporns, O. (2006) Small-world connectivity, motif composition, and complexity of fractal neuronal connections. BioSystems 85, 55-64.

* Chadderdon, G., Sporns, O. (2006) A Large-Scale Neurocomputational Model of Task-Oriented Behavior Selection and Working Memory in Prefrontal Cortex. J. Cogn. Neurosci. 18, 242-257.

* Da Costa, L., and Sporns, O. (2005) Hierarchical features of large-scale cortical connectivity. Eur. Phys. J. B 48, 567-573.

* Sporns, O., Tononi, G., and Kötter, R. (2005) The human connectome: A structural description of the human brain. PLoS Computational Biology 1, 245-251.

* Seth, A., Sporns, O. and Krichmar, J. (2005) Neurorobotic models in neuroscience and neuroinformatics. Neuroinformatics 3, 167-170.

* Lungarella, M., Pegors, T., Bulwinkle, D., and Sporns, O. (2005) Methods for quantifying the informational structure of sensory and motor data. Neuroinformatics 3, 243-262.

* Lungarella, M., Sporns, O. (2005) Information self-structuring: key principle for learning and development. Proceedings 2005 IEEE Intern. Conf. Development and Learning, pp. 25-30.

* Sporns, O. (2005) Complex neural networks as future tools in imagery analysis. In: Emerging Technologies and Applications for Imagery Pattern Recognition, Mericsko, R., ed., pp. 67-72, IEEE Computer Society, Los Alamitos, CA.

* Sporns, O. (2005) Principles and methods in the analysis of brain networks. In: Reeke, G.N., Poznanski, R.R., Lindsay, K.A., Rosenberg, J.R. and Sporns, O. (eds.) Modeling in the Neurosciences. From Biological Systems to Neuromimetic Robotics, 2nd edition, pp. 599-612, CRC Press, Boca Raton.

* Sporns, O. (2005) Toward neural robotics: From synthetic models to neuromimetic implementations. In: Reeke, G.N., Poznanski, R.R., Lindsay, K.A., Rosenberg, J.R. and Sporns, O. (eds.) Modeling in the Neurosciences. From Biological Systems to Neuromimetic Robotics, 2nd edition, pp. 639-646, CRC Press, Boca Raton.

* Sporns, O., and Kötter, R. (2004) Motifs in brain networks. PLoS Biology 2, 1910-1918.

* Sporns, O., Chialvo, D., Kaiser, M., and Hilgetag, C.C. (2004) Organization, development and function of complex brain networks. Trends in Cognitive Sciences 8, 418-425.

* Sporns, O., and Zwi, J. (2004) The small world of the cerebral cortex. Neuroinformatics 2, 145-162.

* Alexander, W.H., and Sporns, O. (2004) Interactions of environment, behavior, and synaptic patterns in a neuro-robotic model. In: From Animals to Animats 8, Proceedings SAB 2004, Schaal, S, Ijspeert, A., Billard, A., Vijayakumar, S., Hallam, J., and Meyer, J.-A. (eds.), pp.13-22, MIT Press, Cambridge, MA.

* Sporns, O., and Pegors, T.K. (2004) Information-theoretical aspects of embodied artificial intelligence. In: Embodied Artificial Intelligence, Iida, F., Pfeifer, R., Steels, L., and Kuniyoshi, Y. (eds.), pp. 74-85, Springer-Verlag, Berlin.

* Sporns, O. (2004) Complex neural dynamics. In: Coordination Dynamics: Issues and Trends, Jirsa, V.K. and Kelso, J.A.S., (eds.), pp. 197-215, Springer-Verlag, Berlin.

* Brenner, C.A., Sporns, O., Lysaker, P.H., and O&rsquoDonnell, B.F. (2003) EEG synchronization to modulated auditory tones in schizophrenia, schizoaffective disorder and schizotypal personality disorder. American Journal of Psychiatry 160, 2238-2240.

* Tononi, G., and Sporns, O. (2003) Measuring information integration. BMC Neuroscience 4, 31.

* Sporns, O., and Alexander, W.H. (2003) Neuromodulation in a learning robot: interactions between neural plasticity and behavior. Proceedings IJCNN 2003, 2789-2794.

* Alexander, W.H., and Sporns, O. (2003) An embodied model of learning, plasticity and reward. Adaptive Behavior 10, 141-159.

* Sporns, O. (2002) Network analysis, complexity and brain function. Complexity 8, 56-60.

* Sporns, O. (2002) Embodied Cognition. In: MIT Handbook of Brain Theory and Neural Networks, M. Arbib, Ed., pp. 395-398, MIT Press, Cambridge, MA.

* Sporns, O. (2002) Graph theory methods for the analysis of neural connectivity patterns. Kötter, R. (ed.) Neuroscience Databases. A Practical Guide, pp. 171-186, Klüwer, Boston, MA.

* Sporns, O., Tononi, G., and Edelman, G.M. (2002) Theoretical neuroanatomy and the connectivity of the cerebral cortex. Behavioural Brain Research 135, 69-74.

* Sporns, O., and Alexander, W.H. (2002) Neuromodulation and plasticity in an autonomous robot. Neural Networks 15, 761-774.

* Sporns, O., and Alexander, W.H. (2002) Dopamine, reward conditioning, and robot behavior. In: Proceedings of the 2nd International Conference on Development and Learning, pp. 265-270, IEEE Computer Society, Los Alamitos, CA.

* Alexander, W.H., and Sporns, O. (2002) Timed delivery of reward signals in an autonomous robot. In: Animals to Animats 7: Proceedings of the Seventh International Conference on the Simulation of Adaptive Behavior, pp. 195-204, Hallam, B., Floreano, D., Hallam, J., Hayes, G. and Meyer, J.-A. (Editors), MIT Press: Cambridge, MA.

* Hilgetag, C.C., Kötter, R., Stephan, K.E. and Sporns, O. (2002) Computational methods for the analysis of brain connectivity. In: Giorgio Ascoli (ed.) Computational Neuroanatomy: Principles and Methods, pp. 295-335, Humana Press, Totowa, NJ.

* Sporns, O., and Tononi, G. (2002) Classes of network connectivity and dynamics. Complexity 7, 28-38.

* Sporns, O. (2001) Neural dynamics and cognitive synthesis. Theoria et Historia Scientiarium 7:293-305.

* Almassy, N., and Sporns, O. (2001) Perceptual invariance and categorization in an embodied model of the visual system. In Biorobotics. Methods and Applications, Webb, B., and Consi, T.R., eds., pp.123-143, AAAI Press/MIT Press, Menlo Park, CA.

* Weng, J., McClelland, J., Pentland, A., Sporns, O., Stockman, I., Sur, M., Thelen, E. (2001) Autonomous mental development by robots and animals. Science 291, 599-600.

* Sporns, O., Almassy, N., and Edelman, G.M. (2000) Plasticity in value systems and its role in adaptive behavior. Adaptive Behavior 8, 129-148.

* Krichmar, J.L.; Snook, J.A.; Edelman, G.M.; Sporns, O. (2000) Experience-dependent perceptual categorization in a behaving real-world device. In: Animals to Animats 6: Proceedings of the Sixth International Conference on the Simulation of Adaptive Behavior, Meyer, J.A.; Berthoz, A.; Floreano, D.; Roitblat, H.; Wilson, S.W., (Editors), MIT Press: Cambridge, MA. p. 41-50.

* Sporns, O., Tononi, G., and Edelman, G. (2000) Connectivity and complexity: the relationship between neuroanatomy and brain dynamics. Neural Networks 13, 909-922.

* Sporns, O. (2000) Synthetic approaches to cognitive neuroscience. Brain and Behavioral Sciences 23, 548-549.

* Sporns, O., Tononi, G., and Edelman, G.M. (2000) Theoretical neuroanatomy: Relating anatomical and functional connectivity in graphs and cortical connection matrices. Cerebral Cortex 10, 127-141.

* Tononi, G., Sporns, O., and Edelman, G.M. (1999) Measures of degeneracy and redundancy in biological networks. Proc. Natl. Acad. Sci. USA 96, 3257-3262.

* Bradley, J., and Sporns, O. (1999) BDNF-dependent enhancement of exocytosis in cultured cortical neurons requires translation but not transcription. Brain Research 815, 140-149.

* Tononi, G., Edelman, G.M., and Sporns, O. (1998) Complexity and coherency: Integrating information in the brain. Trends in Cognitive Sciences 2, 474-484.

* Sporns, O., and Edelman, G.M. (1998) Bernstein&rsquos dynamic view of the brain: The current problems of modern neurophysiology (1945) Motor Control 2, 283-305.

* Edelman, G.M., Sporns, O., and Tononi, G. (1998) Reductionism and selection. In: Mazur, G.O. (Ed.) Twenty Year Commemoration to the Life of A.R. Luria, Semenenko Foundation, Paris.

* Almassy, N., and Sporns, O. (1998) Role of behavior in the development of complex neuronal properties. Proceedings SAB98, pp. 312-320, MIT Press, Cambridge.

* Almassy, N., Edelman, G.M., and Sporns, O. (1998) Behavioral constraints in the development of neuronal properties: A cortical model embedded in a real world device. Cerebral Cortex 8, 346-361.

* Sporns, O. (1998) Biological variability and brain function. In: Consciousness and Human Identity, pp. 38-56, ed. J. Cornwell, Oxford University Press.

* Sporns, O. (1997) Deconstructing neural constructivism. Brain Behav. Sci. 20, 576-577.

* Sporns, O., and Jenkinson, S. (1997) Potassium ion- and nitric oxide-induced exocytosis from populations of hippocampal synapses during synaptic maturation in vitro. Neuroscience 80, 1057-1073.

* Sporns, O. (1997) Variation and selection in neural function. Trends Neurosci. 20, 291.

* Tononi, G., Sporns, O., and Edelman, G.M. (1996) A complexity measure for selective matching of signals by the brain. Proc. Natl. Acad. Sci. USA 93, 3422-3427.

* Verschure, P.F.M.J., Wray, J., Sporns, O., Tononi, G., and Edelman, G.M. (1995) Multilevel analysis of a behaving real world artifact: An illustration of synthetic neural modeling. Robotics and Autonomous Systems 16, 247-265.

* Friston, K.J., Tononi, G., Sporns, O., and Edelman, G.M. (1995) Characterizing the complexity of neuronal interactions. Human Brain Mapping 3, 302-314.

* Krushel, L.A., Sporns, O., Cunningham, B.A., Crossin, K.L., and Edelman, G.M. (1995) The neural cell adhesion molecule (N-CAM) inhibits astrocyte proliferation after injury to different regions of the adult rat brain. Proc. Natl. Acad. Sci. USA 92, 4323-4327.

* Sporns, O., G.M. Edelman and K.L. Crossin (1995) The neural cell adhesion molecule (N-CAM) inhibits proliferation in primary cultures of rat astrocytes. Proc. Natl. Acad. Sci. USA 92, 542-546.

* Sporns, O. (1995) Neural Models of Perception and Behavior. 1993 Lectures in Complex Systems, SFI Studies in the Sciences of Complexity, Lec. Vol X, Eds. D. Stein and L. Nadel, pp. 1-56, Addison-Wesley.

* Sporns, O., G. Tononi, and G.M. Edelman (1994) Reentry and dynamical interactions of cortical networks. In Models of Neural Networks II eds. E. Domany, J.L. van Hemmen, and K. Schulten, pp. 315-341, Springer-Verlag, New York etc.

* Sporns, O. (1994) Selectional and instructional ideas in neuroscience. Int. Rev. Neurosci. 37:3-26.

* Alber, R., Sporns, O., Weikert, T., Willbold, E., and Layer, P.G. (1994) Cholinesterases and peanut agglutinin binding related to cell proliferation and axonal growth in embryonic chick limbs. Anat. Embryol. 190, 429-438.

* Horwitz, B., and Sporns, O. (1994) Neural Modeling and Functional Neuroimaging. Human Brain Mapping 1, 269-283.

* Sporns, O., Tononi, G., and Edelman, G.M. (1994) Neural models of cortical integration. In Functional Neuroimaging: Technical Foundations, R.W. Thatcher, M. Hallett, T. Zeffiro, E.R. John, and M. Huerta (Eds.), pp. 1-7, Academic Press, San Diego.

* Tononi, G., Sporns, O., and Edelman, G.M. (1994) A measure for brain complexity: Relating functional segregation and integration in the nervous system. Proc. Natl. Acad. Sci. USA 91, 5033-5037.

* Friston, K.J., Tononi, G., Reeke, G.N., Jr., Sporns, O., and Edelman, G.M. (1994) Value-dependent selection in the brain: Simulation in a synthetic neural model. Neuroscience, 59, 229-243.

* Reeke, G.N., Jr., Sporns, O., Gall, W.E., Tononi, G. and Edelman, G.M. (1994) A biologically based synthetic nervous system for a real-world device. In Neural Networks for Speech and Vision, R.J. Mannone (Ed.), pp. 457-473, Chapman & Hall, London etc.

* Sporns, O., and G.M. Edelman (1993) Solving Bernstein's problem: A proposal for the development of coordinated movement by selection. Child Development 64, 960-981.

* Sporns, O., G. Tononi, and G.M. Edelman (1993) Correlated neuronal activity and behavior. In ICANN'93 Proccedings of the International Conference on Artificial Neural Networks, Stan Gielen and Bert Kappen (Eds.), pp. 125-130, Springer-Verlag, London etc.

* Reeke, G.N., Jr., and Sporns, O. (1993) Behaviorally based modeling and computational approaches to neuroscience. Ann. Rev. Neuroscience 16, 597-623.

* Tononi, G, Sporns, O., and Edelman, G.M. (1992) Reentry and the problem of integrating multiple cortical areas: Simulation of dynamic integration in the visual system. Cerebral Cortex 2, 310-335.

* Edelman, G.M., Reeke, G.N. Jr., Gall, W.E., Tononi, G., Williams, D., and Sporns, O. (1992) Synthetic neural modeling applied to a real-world artifact. Proc. Natl. Acad. Sci. USA 89, 7267-7271.

* Tononi, G., Sporns, O., and Edelman, G.M. (1992) The problem of neural integration: Induced rhythms and short-term correlations. In Induced Rhythms in the Brain eds. E. Basar and T.H. Bullock, pp. 367-395, Boston:Birkhäuser.

* Sporns, O., Tononi, G., and Edelman, G.M. (1991) Modeling perceptual grouping and figure-ground segregation by means of active reentrant circuits. Proc. Natl. Acad. Sci. USA 88, 129-133.

* Reeke, G.N., Jr., and Sporns, O. (1991) Neural Darwinism and selective recognition automata: How selection shapes perceptual categories. In Self-Organization, Emerging Properties, and Learning ed. A. Babloyantz (Plenum Press, New York), pp. 199-218.

* Sporns, O., G. Tononi, and G.M. Edelman (1991) Dynamic interactions of neuronal groups and the problem of cortical integration. In Nonlinear Dynamics and Neuronal Networks ed. H.G. Schuster (VCH, Weinheim), pp. 205-240.

* Reeke, G.N., Jr., Sporns, O., and Edelman, G.M. (1990) Synthetic neural modeling: The "Darwin" series of recognition automata. Proc. IEEE 78, 1498-1530.

* Reeke, G.N., Jr., Finkel, L.H., Sporns, O. and Edelman, G.M. (1990) Synthetic neural modeling: A multilevel approach to the analysis of brain complexity. In Signal and Sense: Local and Global Order in Perceptual Maps eds. Edelman, G.M., Gall, W.E. & Cowan, W.M. (Wiley, New York), pp. 607-707.

* Reeke, G.N., Jr., and Sporns, O. (1990) Selectionist models of perceptual and motor systems and implications for functionalist theories of brain function. Physica D 42, 347-364.

* Sporns, O., J.A. Gally, G.N. Reeke, Jr., and G.M. Edelman (1989) Reentrant signaling among simulated neuronal groups leads to coherency in their oscillatory activity. Proc. Natl. Acad. Sci. USA 86, 7265-7269.

* Reeke, G.N., Jr., Sporns, O., and Edelman, G.M. (1989) Synthetic neural modelling: Comparisons of population and connectionist approaches. In Connectionism in Perspective, R. Pfeiffer, Z. Schreter, F. Fogelman-Soulié, L. Steels (eds.), pp. 113-139, Elsevier, Amsterdam.

* Layer, P.G., and Sporns, O. (1987) Spatiotemporal relationship of embryonic cholinesterases with cell proliferation in chicken brain and eye. Proc. Natl. Acad. Sci. USA 84, 284-288.

* Layer, P.G., Alber, R. and Sporns, O. (1987) Quantitative development and molecular forms of Acetyl- and Butyrylcholinesterase during morphogenesis and synaptogenesis of chick brain and retina. J. Neurochem. 49, 175-182.

* Sporns, O., S. Roth, and F. F. Seelig (1987) Chaotic dynamics of two coupled biochemical oscillators. Physica D 26, 215-224.

* Sporns, O., and F.F. Seelig (1986) Turing structures in an enzyme-induction system with gap junction-mediated non-linear diffusion. BioSystems 19, 237-245.

* Sporns, O., and F.F. Seelig (1986) Oscillations in theoretical models of induction. BioSystems 19, 83-89.