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Vector-matrix multiplication using non-volatile memory cells

机译:使用非易失性存储单元的向量矩阵乘法

摘要

Technology is described herein for performing multiplication using non-volatile memory cells. A multiplicand may be stored a node that includes multiple non-volatile memory cells. Each memory cell in a node may be programmed to one of two physical states, with each non-volatile memory cell storing a different bit of the multiplicand. Multiplication may be performed by applying a multiply voltage to the node of memory cells and processing memory cell currents from the memory cells in the node. The memory cell current from each memory cell in the node is multiplied by a different power of two. The multiplied signals are summed to generate a “result signal,’ which represents a product of the multiplier and a multiplicand stored in the node. If desired, “binary memory cells” may be used to perform multiplication. Vector/vector and vector/matrix multiplication may also be performed.
机译:本文描述了用于使用非易失性存储单元执行乘法的技术。被乘数可以存储包括多个非易失性存储单元的节点。节点中的每个存储单元可以被编程为两种物理状态之一,其中每个非易失性存储单元存储被乘数的不同位。可以通过向存储单元的节点施加倍增电压并处理来自节点中的存储单元的存储单元电流来执行乘法。来自节点中每个存储单元的存储单元电流乘以不同的2的幂。将相乘的信号相加以生成“结果信号”,该结果信号表示存储在节点中的乘数与被乘数的乘积。如果需要,可以使用“二进制存储单元”执行乘法。向量/向量和向量/矩阵乘法也可以被执行。

著录项

  • 公开/公告号US10528643B1

    专利类型

  • 公开/公告日2020-01-07

    原文格式PDF

  • 申请/专利权人 SANDISK TECHNOLOGIES LLC;

    申请/专利号US201816052420

  • 发明设计人 WON HO CHOI;MARTIN LUEKER-BODEN;

    申请日2018-08-01

  • 分类号G06F17/16;G06F7/523;G11C11/4094;G06N3/063;G11C11/16;

  • 国家 US

  • 入库时间 2022-08-21 11:19:04

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