Neuristor-based reservoir computing devices

    公开(公告)号:US10275706B2

    公开(公告)日:2019-04-30

    申请号:US14845714

    申请日:2015-09-04

    Abstract: A neuristor-based reservoir computing device includes support circuitry formed in a complimentary metal oxide semiconductor (CMOS) layer, input nodes connected to the support circuitry and output nodes connected to the support circuitry. Thin film neuristor nodes are disposed over the CMOS layer with a first portion of the neuristor nodes connected to the input nodes and a second portion of the neuristor nodes connected to the output nodes. Interconnections between the neuristor nodes form a reservoir accepting input signals from the input nodes and outputting signals on the output nodes. A method for forming a neuristor-based reservoir computing device is also provided.

    NEURISTOR-BASED RESERVOIR COMPUTING DEVICES
    2.
    发明申请
    NEURISTOR-BASED RESERVOIR COMPUTING DEVICES 有权
    基于神经元的储层计算装置

    公开(公告)号:US20140214738A1

    公开(公告)日:2014-07-31

    申请号:US13753152

    申请日:2013-01-29

    CPC classification number: G06N3/0635 G06N3/04 G11C11/54 G11C13/0002

    Abstract: A neuristor-based reservoir computing device includes support circuitry formed in a complimentary metal oxide semiconductor (CMOS) layer, input nodes connected to the support circuitry and output nodes connected to the support circuitry. Thin film neuristor nodes are disposed over the CMOS layer with a first portion of the neuristor nodes connected to the input nodes and a second portion of the neuristor nodes connected to the output nodes. Interconnections between the neuristor nodes form a reservoir accepting input signals from the input nodes and outputting signals on the output nodes. A method for forming a neuristor-based reservoir computing device is also provided.

    Abstract translation: 基于神经元的储层计算装置包括形成在互补金属氧化物半导体(CMOS)层中的支撑电路,连接到支持电路的输入节点和连接到支持电路的输出节点。 薄膜神经元节点设置在CMOS层上,神经元节点的第一部分连接到输入节点,并且神经元节点的第二部分连接到输出节点。 神经元节点之间的互连形成容纳来自输入节点的输入信号并在输出节点上输出信号的储层。 还提供了一种用于形成基于神经元的储层计算装置的方法。

    NEURISTOR-BASED RESERVOIR COMPUTING DEVICES
    3.
    发明申请
    NEURISTOR-BASED RESERVOIR COMPUTING DEVICES 审中-公开
    基于神经元的储层计算装置

    公开(公告)号:US20150379395A1

    公开(公告)日:2015-12-31

    申请号:US14845714

    申请日:2015-09-04

    CPC classification number: G06N3/0635 G06N3/04 G11C11/54 G11C13/0002

    Abstract: A neuristor-based reservoir computing device includes support circuitry formed in a complimentary metal oxide semiconductor (CMOS) layer, input nodes connected to the support circuitry and output nodes connected to the support circuitry. Thin film neuristor nodes are disposed over the CMOS layer with a first portion of the neuristor nodes connected to the input nodes and a second portion of the neuristor nodes connected to the output nodes. Interconnections between the neuristor nodes form a reservoir accepting input signals from the input nodes and outputting signals on the output nodes. A method for forming a neuristor-based reservoir computing device is also provided.

    Abstract translation: 基于神经元的储层计算装置包括形成在互补金属氧化物半导体(CMOS)层中的支撑电路,连接到支持电路的输入节点和连接到支持电路的输出节点。 薄膜神经元节点设置在CMOS层上,神经元节点的第一部分连接到输入节点,并且神经元节点的第二部分连接到输出节点。 神经元节点之间的互连形成容纳来自输入节点的输入信号并在输出节点上输出信号的储层。 还提供了一种用于形成基于神经元的储层计算装置的方法。

    Neuristor-based reservoir computing devices
    4.
    发明授权
    Neuristor-based reservoir computing devices 有权
    基于神经电阻的储层计算装置

    公开(公告)号:US09165246B2

    公开(公告)日:2015-10-20

    申请号:US13753152

    申请日:2013-01-29

    CPC classification number: G06N3/0635 G06N3/04 G11C11/54 G11C13/0002

    Abstract: A neuristor-based reservoir computing device includes support circuitry formed in a complimentary metal oxide semiconductor (CMOS) layer, input nodes connected to the support circuitry and output nodes connected to the support circuitry. Thin film neuristor nodes are disposed over the CMOS layer with a first portion of the neuristor nodes connected to the input nodes and a second portion of the neuristor nodes connected to the output nodes. Interconnections between the neuristor nodes form a reservoir accepting input signals from the input nodes and outputting signals on the output nodes. A method for forming a neuristor-based reservoir computing device is also provided.

    Abstract translation: 基于神经元的储层计算装置包括形成在互补金属氧化物半导体(CMOS)层中的支撑电路,连接到支持电路的输入节点和连接到支持电路的输出节点。 薄膜神经元节点设置在CMOS层上,神经元节点的第一部分连接到输入节点,并且神经元节点的第二部分连接到输出节点。 神经元节点之间的互连形成容纳来自输入节点的输入信号并在输出节点上输出信号的储层。 还提供了一种用于形成基于神经元的储层计算装置的方法。

    CROSSBAR MEMORY TO PROVIDE CONTENT ADDRESSABLE FUNCTIONALITY
    5.
    发明申请
    CROSSBAR MEMORY TO PROVIDE CONTENT ADDRESSABLE FUNCTIONALITY 有权
    提供内容可寻址功能的交叉记忆

    公开(公告)号:US20140215143A1

    公开(公告)日:2014-07-31

    申请号:US13755667

    申请日:2013-01-31

    CPC classification number: G11C15/00 G11C13/0007 G11C15/046 G11C2213/77

    Abstract: Examples disclose a crossbar memory with a first crossbar to write data values corresponding to a word. The crossbar memory further comprises a second crossbar, substantially parallel to the first crossbar, to receive voltage for activation of data values across the second crossbar. Additionally, the examples of the crossbar memory provide an output line that interconnects with the crossbars at junctions, to read the data values at the junctions. Further, the examples of the crossbar memory provide a logic module to determine whether the second crossbar data values correspond to the word written in the first crossbar.

    Abstract translation: 示例公开了具有第一交叉开关以写入对应于单词的数据值的交叉开关存储器。 交叉开关存储器还包括基本上平行于第一交叉开关的第二交叉开关,用于接收跨越第二横杆激活数据值的电压。 另外,交叉开关存储器的示例提供了一个输出线,其与交叉点处的交叉点相互连接,以便读取交汇处的数据值。 此外,交叉开关存储器的示例提供逻辑模块以确定第二交叉开关数据值是否对应于在第一横杠中写入的字。

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