2020
DOI: 10.48550/arxiv.2007.08659
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Spin-Hall MTJ Cells for Intra-Column Competition in Hierarchical Temporal Memory

Abstract: We propose a dedicated winner-take-all circuit to efficiently implement the intra-column competition between cells in Hierarchical Temporal Memory which is a crucial part of the algorithm. All inputs and outputs are charge-based for compatibility with standard CMOS. The circuit incorporates memristors for competitive advantage to emulate a column with a cell in a predictive state. The circuit can also detect columns 'bursting' by passive averaging and comparison of the cell outputs. The proposed spintronic dev… Show more

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