Nonlinear Dynamics Emerging in Large Scale Neural Networks with Ontogenetic and Epigenetic Processes (original) (raw)
References
Abeles, M.: Corticonics: Neural Circuits of the Cerebral Cortex, 1st edn. Cambridge University Press, Cambridge (1991) Google Scholar
Asai, Y., Yokoi, T., Villa, A.E.P: Detection of a dynamical system attractor from spike train analysis. In: Kollias, S., Stafylopatis, A., Duch, W., Oja, E. (eds.) ICANN 2006. LNCS, vol. 4131, pp. 623–631. Springer, Heidelberg (2006) Chapter Google Scholar
Bell, C.C., Han, V.Z., Sugawara, Y., Grant, K.: Synaptic plasticity in a cerebellum-like structure depends on temporal order. Nature 387(6630), 278–281 (1997) Article Google Scholar
Catalano, S.M., Shatz, C.J.: Activity-dependent cortical target selection by thalamic axons. Science 281(5376), 559–562 (1998) Article Google Scholar
Chechik, G., Meilijson, I., Ruppin, E.: Neuronal regulation: A mechanism for synaptic pruning during brain maturation. Neural Computation 11, 2061–2080 (1999) Article Google Scholar
Choi, D.W.: Glutamate neurotoxicity and diseases of the nervous system. Neuron 1(8), 623–634 (1988) Article Google Scholar
Hill, S., Villa, A.E.: Dynamic transitions in global network activity influenced by the balance of excitation and inhibtion. Network: computational neural networks 8, 165–184 (1997) Article Google Scholar
Iglesias, J., Eriksson, J., Grize, F., Tomassini, M., Villa, A.E: Dynamics of pruning in simulated large-scale spiking neural networks. BioSystems 79(1), 11–20 (2005) Article Google Scholar
Iglesias, J., Eriksson, J., Pardo, B., Tomassini, M., Villa, A.E.: Emergence of oriented cell assemblies associated with spike-timing-dependent plasticity. In: Duch, W., Kacprzyk, J., Oja, E., Zadrożny, S. (eds.) ICANN 2005. LNCS, vol. 3696, pp. 127–132. Springer, Heidelberg (2005) Chapter Google Scholar
Iglesias, J., Villa, A.: Neuronal cell death and synaptic pruning driven by spike-timing dependent plasticity. In: Kollias, S., Stafylopatis, A., Duch, W., Oja, E. (eds.) ICANN 2006. LNCS, vol. 4131, pp. 953–962. Springer, Heidelberg (2006) Chapter Google Scholar
Innocenti, G.M.: Exuberant development of connections, and its possible permissive role in cortical evolution. Trends in Neurosciences 18(9), 397–402 (1995) Article Google Scholar
Karmarkar, U.R., Buonomano, D.V.: A model of spike-timing dependent plasticity: one or two coincidence detectors? J. Neurophysiol. 88(1), 507–513 (2002) Google Scholar
Montgomery, J.M., Madison, D.V.: Discrete synaptic states define a major mechanism of synapse plasticity. Trends in Neurosciences 27(12), 744–750 (2004) Article Google Scholar
Rakic, P., Bourgeois, J., Eckenhoff, M.F., Zecevic, N., Goldman-Rakic, P.S.: Concurrent overproduction of synapses in diverse regions of the primate cerebral cortex. Science 232(4747), 232–235 (1986) Article Google Scholar
Shmiel, T., Drori, R., Shmiel, O., Ben-Shaul, Y.: Temporally precise cortical firing patterns are associated with distinct action segments. Journal of Neurophysiology 96(5), 2645–2652 (2006) Article Google Scholar
Tetko, I.V., Villa, A.E.: A comparative study of pattern detection algorithm and dynamical system approach using simulated spike trains. In: Gerstner, W., Hasler, M., Germond, A., Nicoud, J.-D. (eds.) ICANN 1997. LNCS, vol. 1327, pp. 37–42. Springer, Heidelberg (1997) Chapter Google Scholar
Tetko, I.V., Villa, A.E.: A pattern grouping algorithm for analysis of spatiotemporal patterns in neuronal spike trains. 1. detection of repeated patterns. Journal of Neuroscience Methods 105, 1–14 (2001) Article Google Scholar
Villa, A.E.: Time and the Brain. vol. 2. Harwood Academic Publishers (2000) Google Scholar
Villa, A.E., Tetko, I., Hyland, B., Najem, A.: Spatiotemporal activity patterns of rat cortical neurons predict responses in a conditioned task. Proc. Natl. Acad. Sci. USA 96, 1106–1111 (1999) Article Google Scholar