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Robust neural time encoding for the memory by using the oscillation , learning , and cell recruitment method and apparatus
Robust neural time encoding for the memory by using the oscillation , learning , and cell recruitment method and apparatus
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机译:通过使用振荡,学习和细胞募集的方法和设备对存储器进行鲁棒的神经时间编码
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摘要
Certain aspects of the present disclosure support a technique for robust neural temporal coding, learning and cell recruitments for memory using oscillations. Methods are proposed for distinguishing temporal patterns and, in contrast to other “temporal pattern” methods, not merely coincidence of inputs or order of inputs. Moreover, the present disclosure propose practical methods that are biologically-inspired/consistent but reduced in complexity and capable of coding, decoding, recognizing, and learning temporal spike signal patterns. In this disclosure, extensions are proposed to a scalable temporal neural model for robustness, confidence or integrity coding, and recruitment of cells for efficient temporal pattern memory.
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