Dendritic+ Processing in an Emergic Network Model of Narrow Slit Viewing

Leibovitz, D. P. & West, R. L. (2013) Dendritic+ Processing in an Emergic Network Model of Narrow Slit Viewing. In R. West & T. Stewart (eds.), Proceedings of the 12th International Conference on Cognitive Modeling (ICCM 2013), pp. 1-6. [doi10.13140/RG.2.1.3242.4165] (PDF)

Leibovitz & West (2013) Dendritic+ Processing in an Emergic Network Model of Narrow Slit ViewingAbstract: Accounting for dendritic+ processing facilitates richer neural encoding schemes that can ultimately lead to simpler networks while improving their neurobiological plausibility. Dendritic+ processing is an example of several modeling tradeoffs: how local complexifications can improve global simplicity, and how functional network circuitry can be traded against representational circuitry. This is demonstrated within a model of narrow slit viewing based on an emergic network architecture (Leibovitz & West, 2012).

Keywords: Dendritic processing; Emergic Cognitive Model (ECM); Emergic Network (EN); Flowcentric; Neural coding; Representation; Slit Viewing; Unified Modeling.

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