Abstract
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).
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Leibovitz, D. P., & West, R. L. (2013). Dendritic+ Processing in an Emergic Network Model of Narrow Slit Viewing. In R. L. West & T. C. Stewart (Eds.), Proceedings of the 12th International Conference on Cognitive Modeling (ICCM 2013) (pp. 1–6). Carleton University. https://doi.org/10.13140/RG.2.1.3242.4165
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