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Fading memory and kernel properties of generic cortical microcircuit models

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It is quite difficult to construct circuits of spiking neurons that can carry out complex computational tasks. On the other hand even randomly connected circuits of spiking neurons can in principle be used for complex computational tasks such as time-warp inva... ...