Titlebook: Neural Fields; Theory and Applicati Stephen Coombes,Peter beim Graben,James Wright Book 2014 Springer-Verlag Berlin Heidelberg 2014 cogniti

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Universal Neural Field Computationrelate to Turing machines and how stable implementations of Turing computation are possible. In this chapter, we implement universal Turing computation in a neural field environment. To this end, we employ the canonical symbologram representation of a Turing machine obtained from a Gödel encoding of

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A Neural Approach to Cognition Based on Dynamic Field Theoryreceived much less attention than the purely mathematical analysis of neural fields. Dynamic Field Theory (DFT) aims to bridge the ensuing gap, by bringing together neural field dynamics with principles of neural representation and fundamentals of cognition. This chapter provides review of each of t

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A Dynamic Neural Field Approach to Natural and Efficient Human-Robot Collaborationy. We address the challenge of natural human-robot interactions by using the theoretical framework of Dynamic Neural Fields (DNFs) to develop processing architectures that are based on neuro-cognitive mechanisms supporting human joint action. By explaining the emergence of self-stabilized activity i

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Constitution

Equilibrium and Nonequilibrium Phase Transitions in a Continuum Model of an Anesthetized Cortexe transition. If the anesthetic transition from the high-firing (conscious) to the low-firing (comatose) state can be modeled as a jump between two equilibrium states of the cortex, then we can draw an analogy with the vapor-to-liquid phase transition of the van der Waals gas of classical thermodyna

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Mets552

Neural Fields, Masses and Bayesian Modellingder neural masses as a special case of neural fields, when conduction times tend to zero and focus on two exemplar models of cortical microcircuitry; namely, the Jansen-Ritand the canonical microcircuit model. Both models incorporate parameters pertaining to important neurobiological attributes, suc

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Stephen Coombes,Peter beim Graben,Roland Potthastr constructing their onboard control systems. The problem of developing such systems based on the pattern theory is relevant. This provides transfer of effective experience and compatibility of the theological approach and the cause-and-effect approach. The paper considers the problems of pattern id

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