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Error in the calculated period of the synchronised oscillators as a function of the number of neurons simulated (N) for the midpoint rule (red stars) and the Gaussian quadrature (blue circles).
Rather, the direct scaling of total brain metabolic cost as a function of the number of brain neurons shown here indicates that the average energy use per neuron is fixed (that is, relatively invariant) across species and orders, such that total brain metabolism is a simple, linear function of the number of neurons that compose that brain.
We also evaluated decoding accuracy as a function of the number of neurons.
10.7554/eLife.02813.004 Figure 2. NPC across the task for one population and as function of the number of neurons.
We tested the performance of the decoders in function of the difference of whisking phase and determined the phase difference that achieved 76% correct discrimination in function of the number of neurons.
Regional brain volume can be conceived as a function of the number of neurons and their interconnections and as an indicator of its processing capacity (Striedter 2005; Barton 1998).
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This paper proposes a peak density function to determine the number of neurons in the hidden layer.
Chlorpyrifos administration in vivo is known to cause deficits in the number of neurons and cholinergic function.
Figure 7A (lower) demonstrates this by plotting the number of neurons per group as a function of group ID number.
The main differences between the various types of ANNs include network architecture consisting of hidden layer number, the number of neurons in each layer and activation function used in each neuron and training methods.
Hence, an ANN architecture is specified by the number of layers, the number of neurons in each layer, and the type of activation functions that are used.
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