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Neogenomic events challenge current models of heritability, neuronal plasticity dynamics, and machine learning

  • Cláudio Eduardo Corrêa Teixeira (a1) (a2) (a3), Nelson Monte de Carvalho-Filho (a1) (a2) and Luiz Carlos de Lima Silveira (a1) (a2)


We address current needs for neogenomics-based theoretical and computational approaches for several neuroscience research fields, from investigations of heritability properties, passing by investigations of spatiotemporal dynamics in the neuromodulatory microcircuits involved in perceptual learning and attentional shifts, to the application of genetic algorithms to create robots exhibiting ongoing emergence.



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Allen, N. D. (2008) Temporal and epigenetic regulation of neurodevelopmental plasticity. Philosophical Transactions of the Royal Society B 363:2338. doi: 10.1098/rstb.2006.2010.
Ashwin, P., Karabacak, O. & Nowotny, T. (2011) Criteria for robustness of heteroclinic cycles in neural microcircuits. Journal of Mathematical Neuroscience 1:13. doi:10.1186/2190-8567-1-13.
Baylor, D. A. & Fuortes, M. G. F. (1970) Electrical responses of single cones in the retina of the turtle. Journal of Physiology 297:7792.
Day, J. J. & Sweatt, J. D. (2011) Epigenetic mechanisms in cognition. Neuron 70(5):813–29. doi: 10.1016/j.neuron.2011.05.019.
Feng, J., Fouse, S. & Fan, G. (2007) Epigenetic regulation of neural gene expression and neuronal function. Pediatric Research 61(5):5863. doi: 0031-3998/07/6105-0058R.
Goard, M. & Dan, Y. (2009) Basal forebrain activation enhances cortical coding of natural scenes. Nature Neuroscience 12(11):1444–49. doi:10.1038/nn.2402.
Grossberg, S. (1988) Nonlinear neural networks: Principles, mechanisms and architectures. Neural Networks 1:1761. doi:10.1016/0893-6080(88)90021-4.
Hawkey, D. J. C., Amitay, S. & Moore, D. R. (2004) Early and rapid perceptual learning. Nature Neuroscience 7(10):1055–56. doi:10.1038/nn1315.
Heeger, D. J. (1992) Normalization of cell responses in cat striate cortex. Visual Neuroscience 9:181–97. doi: 10.1017/S0952523800009640.
Jong, H. D. (2002) Modeling and simulation of genetic regulatory systems: A literature review. Journal of Computational Biology 9(1):67103. doi:10.1089/10665270252833208.
Koenig-Robert, R. & VanRullen, R. (2011) Spatiotemporal mapping of visual attention. Journal of Vision 11(14):12, 1–16. doi: 10.1167/11.14.12.
Lewkowicz, D. J. (2000) The development of intersensory temporal perception: An epigenetic systems/limitations view. Psychological Bulletin 126(2):281308. doi: 10.1037//0033-2909.126.2.281.
Lo, C. C. & Wang, X. J. (2006) Cortico-basal ganglia circuit mechanism for a decision threshold in reaction time tasks. Nature Neuroscience 9:956–63. doi:10.1038/nn1722.
Markman, T. M., Quittner, A. L., Eisenberg, L. S., Tobey, E. A., Thal, D., Niparko, J. K. & Wang, N. Y. (2011) Language development after cochlear implantation: An epigenetic model. Journal of Neurodevelopmental Disorders 3:388404. doi: 10.1007/s11689-011-9098-z.
Naka, K. I. & Rushton, W. A. (1966) S-potentials from luminosity units in the retina of fish (Cyprinidae). Journal of Physiology 185:587–99.
Priebe, N. J. & Ferster, D. (2008) Inhibition, spike threshold, and stimulus selectivity in primary visual cortex. Neuron 57:482–97. doi: 10.1016/j.neuron.2008.02.005.
Prince, C. G., Helder, N. A. & Hollich, G. J. (2005) Ongoing emergence: A core concept in epigenetic robotics. In: Proceedings of the 5th International Workshop on Epigenetic Robotics: Modeling Cognitive Development in Robotic Systems, ed. Berthouze, L., Kaplan, F., Kozima, H., Yano, H., Konczak, J., Metta, G., Nadel, J., Sandini, G., Stojanov, G. & Balkenius, C.. Lund University Cognitive Studies, Vol. 123, pp. 63–70. Nara, Japan.
Sagi, D. (2010) Perceptual learning in vision research. Vision Research 51:1552–66. doi: 10.1016/j.visres.2010.10.019.
Stanford, T. R., Shankar, S., Massoglia, D. P., Costello, M. G. & Salinas, E. (2010) Perceptual decision making in less than 30 milliseconds. Nature Neuroscience 13:379–85. doi:10.1038/nn.2485.
Wang, X. J. (2002) Probabilistic decision making by slow reverberation in cortical circuits. Neuron 36:955–68. doi: 10.1016/S0896-6273(02)01092-9.
Zlatev, J. & Balkenius, C. (2001) Introduction: Why epigenetic robotics. Proceedings of the 1st International Workshop on Epigenetic Robotics 85:14. Lund University Cognitive Studies.


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