<p>Simulated decoding performance of grip type and spatial factors for different frequency bands (slow: green, beta: red, low gamma: blue, high gamma: cyan, and all bands combined: black curves) and both animals (animal P: A-E, animal S: F-J). Individual panels show the decoding performance for grip type (A, F), the13 different spatial conditions (B,G), as well as for target (C,H), gaze (D,I), and retinotopic target position (E,J) separately for all task epochs. Dashed horizontal lines indicate chance level, and error bars the standard deviation after 100 simulated decoding repetitions.</p
<p>The black contour lines correspond, from yellow to dark red regions, to 65, 70 and 75% of readout...
We explored the manner in which spatial information is encoded by retinal ganglion cell populations....
<p>A. Percentage of all LFP sites (both animals, N = 246) that have a significant coefficient for gr...
(a-b) Decoding results in a 1m square environment. The RNN consistently outperforms the two Bayesian...
<p>(A) Accuracy of decoder, defined as the proportion of decoded directions that matched the target ...
<p><b>A:</b> Schematic of the linear decoding method, here for 4 cells. A temporal filter is associa...
<p>d)-f) Corresponding histograms for the weights assigned to the generic model, over the course of ...
<p>Results simulating a block design are on the left and a fast event-related design on the right. W...
Number of data points, number of recorded neurons, and the optimal time window for the three decoder...
<p>The light gray curve and bars corresponds to a reservoir training on a window of 75(as in all pre...
(a) Mean population activity trajectories (bolded color lines) diverge by trial difficulty. Single t...
<p>Decoding accuracy (proportion correct) obtained for the 100 most discriminative voxels is plotted...
<p>A. Decoding performance for trials in which any of 8 possible directions (0 to 2π radians with st...
Location decoding errors based on CA1 neural data recorded from 1m square open field environment as ...
We explored the manner in which spatial information is encoded by retinal ganglion cell populations....
<p>The black contour lines correspond, from yellow to dark red regions, to 65, 70 and 75% of readout...
We explored the manner in which spatial information is encoded by retinal ganglion cell populations....
<p>A. Percentage of all LFP sites (both animals, N = 246) that have a significant coefficient for gr...
(a-b) Decoding results in a 1m square environment. The RNN consistently outperforms the two Bayesian...
<p>(A) Accuracy of decoder, defined as the proportion of decoded directions that matched the target ...
<p><b>A:</b> Schematic of the linear decoding method, here for 4 cells. A temporal filter is associa...
<p>d)-f) Corresponding histograms for the weights assigned to the generic model, over the course of ...
<p>Results simulating a block design are on the left and a fast event-related design on the right. W...
Number of data points, number of recorded neurons, and the optimal time window for the three decoder...
<p>The light gray curve and bars corresponds to a reservoir training on a window of 75(as in all pre...
(a) Mean population activity trajectories (bolded color lines) diverge by trial difficulty. Single t...
<p>Decoding accuracy (proportion correct) obtained for the 100 most discriminative voxels is plotted...
<p>A. Decoding performance for trials in which any of 8 possible directions (0 to 2π radians with st...
Location decoding errors based on CA1 neural data recorded from 1m square open field environment as ...
We explored the manner in which spatial information is encoded by retinal ganglion cell populations....
<p>The black contour lines correspond, from yellow to dark red regions, to 65, 70 and 75% of readout...
We explored the manner in which spatial information is encoded by retinal ganglion cell populations....
<p>A. Percentage of all LFP sites (both animals, N = 246) that have a significant coefficient for gr...