PIECEWISE LINEAR NEURON MODELING
    41.
    发明申请
    PIECEWISE LINEAR NEURON MODELING 有权
    PIECEWISE线性神经元建模

    公开(公告)号:US20140143190A1

    公开(公告)日:2014-05-22

    申请号:US14070652

    申请日:2013-11-04

    Abstract: Methods and apparatus for piecewise linear neuron modeling and implementing artificial neurons in an artificial nervous system based on linearized neuron models. One example method for operating an artificial neuron generally includes determining that a first state of the artificial neuron is within a first region; determining a second state of the artificial neuron based at least in part on a first set of linear equations, wherein the first set of linear equations is based at least in part on a first set of parameters corresponding to the first region; determining that the second state of the artificial neuron is within a second region; and determining a third state of the artificial neuron based at least in part on a second set of linear equations, wherein the second set of linear equations is based at least in part on a second set of parameters corresponding to the second region.

    Abstract translation: 基于线性神经元模型的人造神经系统中分段线性神经元建模和实现人造神经元的方法和装置。 用于操作人造神经元的一个示例性方法通常包括确定人造神经元的第一状态在第一区域内; 至少部分地基于第一组线性方程确定人造神经元的第二状态,其中所述第一组线性方程式至少部分地基于对应于所述第一区域的第一组参数; 确定人造神经元的第二状态在第二区域内; 以及至少部分地基于第二组线性方程确定所述人造神经元的第三状态,其中所述第二组线性方程式至少部分地基于对应于所述第二区域的第二组参数。

    METHODS FOR INDICATING BACKHAUL RELAY GEOMETRY
    42.
    发明申请
    METHODS FOR INDICATING BACKHAUL RELAY GEOMETRY 审中-公开
    用于表示反向继电器几何的方法

    公开(公告)号:US20130194948A1

    公开(公告)日:2013-08-01

    申请号:US13749648

    申请日:2013-01-24

    Abstract: A backhaul quality is measured. One or more subsets of cell identifiers having a mapped backhaul quality that maps to the measured backhaul quality are identified. The one or more subsets have a set of cell identifiers associated therewith. A network is queried to indicate one or more cell identifiers in the identified subset of cell identifiers available for a user equipment (UE) relay. One of the one or more indicated cell identifiers is selected. If more than one subset of cell identifiers has a mapped backhaul quality that maps to the measured backhaul quality, first and second subsets having respective first and second mapped backhaul qualities are selected and the backhaul qualities are compared relative to a backhaul quality threshold. The mapped backhaul quality that most satisfies the backhaul quality threshold is identified for the network query.

    Abstract translation: 测量回程质量。 识别具有映射到测量回程质量的映射回程质量的一个或多个小区标识符子集。 一个或多个子集具有与其相关联的一组单元标识符。 查询网络以指示所识别的可用于用户设备(UE)中继的小区标识符子集中的一个或多个小区标识符。 选择一个或多个指示的小区标识符中的一个。 如果多于一个小区标识符的子集具有映射到所测量的回程质量的映射回程质量,则选择具有相应的第一和第二映射回程质量的第一和第二子集,并且回程质量被相对于回程质量阈值进行比较。 为网络查询确定最符合回程质量阈值的映射回程质量。

    ENCODERS AND DECODERS FOR VECTOR COMPRESSION

    公开(公告)号:US20250150896A1

    公开(公告)日:2025-05-08

    申请号:US18919398

    申请日:2024-10-17

    Abstract: Some examples of the techniques described herein may provide encoding or decoding approaches to generate vectors that meet an orthogonality condition in vector compression procedures (e.g., vector compression or decompression). Encoder layers (e.g., neural network layers) on the encode side may generate orthogonal compressed vectors or decoder layers (e.g., neural network layers) on the decode side may generate orthogonal decompressed vectors. For instance, a neural network layer may be trained to generate a compressed or decompressed vector that satisfies an orthogonality condition relative to one or more previously compressed or decompressed vectors in accordance with a dependency order or a compression sequence. An indication of the dependency order may be communicated between the encode side and the decode side to order encoder or decoder layers (e.g., to execute encoder or decoder layers in the compression sequence) to produce compressed or decompressed vectors that satisfy an orthogonality condition.

    JOINT POLAR ENCODING OF MULTIPLE PAYLOADS WITH UNEQUAL ERROR PROTECTION

    公开(公告)号:US20250070919A1

    公开(公告)日:2025-02-27

    申请号:US18786141

    申请日:2024-07-26

    Abstract: The aspects described herein may enable an apparatus to jointly encode two or more payloads using a single polar encoder device, while providing unequal error protection for the payloads. The apparatus causes a polar encoder to polar encode a first payload and a second payload to generate a polar encoded codeword. The polar encoder is configured to encode one or more bits of the first payload at a first reliability level and encode one or more bits of the second payload at a second reliability level, where the one or more bits of the first payload are associated with a first priority level and the one or more bits of the second payload are associated with a second priority level. The apparatus transmits the polar encoded codeword.

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