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. 2015 Feb 24;9:46. doi: 10.3389/fnins.2015.00046

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Copyright © 2015 Lagorce, Ieng, Clady, Pfeiffer and Benosman.

This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

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Experimental recording setup. (A) A DVS records patterns moving on a treadmill. (B) Current input pattern (top) and predictions of the different ESNs at a given time. The best predictor is highlighted in red. (C) Results of ESN training. The left column shows a snapshot from each of the nine different patterns. The plots to the right show different predictions for different time steps in the future, obtained from the ESN which is specialized in the given pattern. The time difference between the five predicted patterns is 0.01 s.