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Abstract: This study investigates the temporal dynamics of recurrent layers and their relevance to storage of temporal information. A recurrent layer is shown to generate a dynamical basis that allows cancellation of predictable sensory images via and adaptive mechanism based on spike-timing dependent plasticity.
CNS*04 -- Baltimore, MD, USA-- 7/18/04