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5c). We find that large neuronal weights in each component tend to occur for large connection probabilities for the predicted random process with a high correlation of 0.84 (Fig. 5d). Repeating this analysis for 256 realizations of the model, and regardless of prediction success, we find that...
Also some things in sympy are cached so repeating the exact same operation in a loop is not a good way to time things. I would use the same random system of equations for each of the different methods that is being compared. I would also add a timeout to prevent any example from ...
For each neuron, we then calculated the accuracy of reconstructed time and determined statistical significance by permuting the data (1,000 random permutations across the time factor). Using only the most informative neurons (the 81% that reached statistical significance; odor A: 144/173, odor B...
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Repeating this experiment for many beads over a range of laser powers allowed us to determine the trap stiffness as a function of power. For measurements of protein friction described in this work, we used a stiffness value of 0.04 pN/nm. For the bundled microtubule oscillation experiments, we...