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A cognitive emotional network model of foraging under predation risk

机译:捕食风险下觅食的认知情感网络模型

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The cognitive emotional foraging model (CEF) is a unique application of a neural network to dynamical processes in foraging behavior. CEF is based directly on the neural network known as the gated dipole. The gated dipole is capable of carrying out affective reactions to emotionally charged events in line with the opponent process theory of emotion. CEF incorporates a trade-off between foraging and the danger of predation under varying levels of motivation induced by hunger. The results of simulations of foraging decisions indicate that the CEF model is capable of near optimal foraging in a simple patch selection paradigm compared to a random decision rule and a rule of thumb model.
机译:认知情感觅食模型(CEF)是神经网络在觅食行为动力学过程中的独特应用。 CEF直接基于称为门控偶极子的神经网络。门控偶极子能够根据对手的情感过程理论对情绪激动的事件进行情感反应。 CEF在饥饿引起的动机不同的情况下,在觅食和捕食危险之间进行权衡。觅食决策的模拟结果表明,与随机决策规则和经验法则模型相比,CEF模型在简单的补丁选择范式中能够接近最佳觅食。

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