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The search for a biologically realistic neural network is never ending. As Sydney mentioned there are many newer models of neurons that take into account activity over larger time-scales, such as the Adaptive Leaky-Intergrate-Fire neuron. The bleeding edge of this search is the Blue Brain Project, which is trying to create the most biologically detailed ...


Given that neurons operate by means of signal transmission and not on distinctive 'slow' or 'fast' timescales, I'm assuming that you are looking for abstract models of neurons that are more 'realistic' than the time-independent artificial representations most often used in neural networks, but correct me if I'm wrong. There are neuron models that attempt to ...

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