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Selected samples misclassified by the Tempotron learning rule, while classified correctly by the modified Maximum-Margin Tempotron learning rule. Sample from the “ring” class misclassified as “bottle1” (A), while correctly classified with Maximum-Margin Tempotron learning rule (C). Sample from the “kara” class misclassified as “metal15” (B), while correctly classified with Maximum-Margin Tempotron learning rule (D).
