Abstract
A review of cognitive processing in the brain is presented, using insights from brain science to extract general principles. After discussing the nature of cognition, the triumvirate of basic brain functions: attention control, reinforcement learning and memory, are explored as to how they could support cognitive processes, from which certain cognitive principles are developed. Several specific cognitive tasks are discussed and their simulations considered which support the effectiveness of the approach.
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Taylor, J.G.: Attentional Movement: the control basis for Consciousness. Soc. Neurosci. Abstr. 26:2231 #839.3 (2000)
Fragopanagos, N., Kockelkoren, S., Taylor, J.G.: Modelling the Attentional Blink Cogn Brain Research (2005) (in press)
Taylor, J.G.: Paying Attention to Consciousness. Progress in Neurobiology 71, 305–335 (2003)
Sergent, C., Dehaene, S.: Private communication (2005)
Barto, A.: Adaptive Critics and the Basal Ganglia. In: Houk, J.C., Davis, J., Beiser, D.C. (eds.) Models of Information Processing in the Basal Ganglia, pp. 215–232. MIT Press, Cambridge (1995)
Taylor, J.G.: From Matter to Consciousness: Towards a Final Solution? Physics of Life Reviews 2, 1–44 (2005)
Taylor, J.G.: A Review of brain-based neuro-cognitive models. Cognitive processing 5(4), 199–217 (2004)
Houde, O., Tzourio-Mazayer, N.: Neural foundations of logical and mathematical cognition. Nat. Rev. Neuroscience 4, 507–514 (2003)
Monchi, O., Taylor, J.G., Dagher, A.: A neural model of working memory processes in normal subjects, Parkinson’s disease and schizophrenia for fMRI design and predictions. Neural Networks 13(8-9), 963–973 (2000)
Monchi, O., Petrides, M., Doyon, J., Postuma, R.B., Worsley, K., Dagher, A.: Neural Bases of Set Shifting Deficits in Parkinson’s Disease. Journal of Neuroscience 24, 702–710 (2004)
Taylor, J.G., Fragopanagos, N.: The interaction of attention and emotion. Neural Networks 18(4) (2005) (in press)
Taylor, N., Taylor, J.G.: Analysis of Recurrent Cortico-Basal-Ganglia-Thalamic Loops for Working Memory. Biological Cybernetics 82, 415–432 (2000)
Kasderidis, S., Taylor, J.G.: Attentional Agents and Robot Control. International Journal of Knowledge-based & Intelligent Systems 8, 69–89 (2004)
Kasderidis, S., Taylor, J.G.: Combining Attention and Value Maps. In: Proc ICANN (2005) (to appear)
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© 2005 Springer-Verlag Berlin Heidelberg
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Taylor, J.G. (2005). A Review of Cognitive Processing in the Brain. In: Duch, W., Kacprzyk, J., Oja, E., Zadrożny, S. (eds) Artificial Neural Networks: Biological Inspirations – ICANN 2005. ICANN 2005. Lecture Notes in Computer Science, vol 3696. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11550822_16
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DOI: https://doi.org/10.1007/11550822_16
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-28752-0
Online ISBN: 978-3-540-28754-4
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