Sentence examples for predicted firing rate from inspiring English sources

The predictions were then similarly divided by the maximum predicted firing rate for each cone.

The x and y coordinates in the plots indicate x and y positions or velocities and the brightness of the shading indicates the predicted firing rate (Figure 3, left two columns) and true firing rate (Figure 3, right-most column).

This gives the predicted firing rates shown in blue; comparing with firing rates computed by binning spikes in 10 ms windows from simulations of the EIF model, shown in black, shows that the LNL is a fairly accurate model of the EIF dynamics.

We compared predicted firing rates during sustained displacement for different end-organ configurations with 17 Merkel cells.

The green outline shows predicted firing rates given the proportion of time the animal spent looking in each direction, calculated according to the distributive hypothesis.

Conversely, moving two transduction units from the largest group to the smallest decreased predicted firing rates for supra-threshold displacements by 25%.

Dropout can also be connected to stochastic neurons and used to predict firing rates, and to backpropagation by viewing the backward propagation as ensemble averaging in a dropout linear network.

A limitation is that these models only predict firing rates for steady-state stimuli as opposed to spike times.

Second, skin mechanics models use finite elements and continuum mechanics to represent how surface forces propagate to tactile end organs, but abstract away neural dynamics by using scaling functions to predict firing rates.

Specifically, we predicted that firing rates in DLPFC would be preferentially affected by ACC internal dynamics on effort-based trials, but by OFC internal dynamics on delay-based trials.

Using this code, we could precisely decode faces from neural population responses and predict neural firing rates to faces.