Neural Computation · 2011 · 57 citations · 13 references
Low-pass-filtered Firing RateEngineeringMachine LearningNeural Networks (Machine Learning)Cellular Neural NetworkComputational NeuroscienceNeurodynamicsComputer EngineeringCommon FormsNeuronal NetworkSocial SciencesNeural Networks (Computational Neuroscience)NeuroscienceNeural NetworksBrain-like ComputingDeep LearningBrain ModelingMathematical Equivalence
We demonstrate the mathematical equivalence of two commonly used forms of firing rate model equations for neural networks. In addition, we show that what is commonly interpreted as the firing rate in one form of model may be better interpreted as a low-pass-filtered firing rate, and we point out a conductance-based firing rate model.
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