DEVICES AND METHODS FOR RECURRENT SPIKING NEURAL NETWORK BASED EQUALIZATION AND DEMAPPING

    公开(公告)号:US20240311633A1

    公开(公告)日:2024-09-19

    申请号:US18605185

    申请日:2024-03-14

    CPC classification number: G06N3/08 G06N3/049

    Abstract: Embodiments of the present disclosure relate to devices, methods, apparatus, and medium for recurrent spiking neural network based equalization and demapping. A first communication device is configured to: obtain at least one parameter for a recurrent spiking neural network at the first communication device, wherein the at least one parameter is generated based on channel condition information between the first communication device and a second communication device; configure the recurrent spiking neural network based on the at least one parameter; and perform equalization and demapping on a signal received from the second communication device based on the recurrent spiking neural network. In this way, embodiments of the present disclosure provide a method for recurrent spiking neural network based equalization and demapping, thereby implementing a solution of a low power consumption joint equalization and demapping.

    SOFTWARE DEFINED NETWORK CONTROLLER, NETWORK DEVICE, METHOD AND APPARATUS OF DETERMINING RESOURCES

    公开(公告)号:US20240195731A1

    公开(公告)日:2024-06-13

    申请号:US18535248

    申请日:2023-12-11

    CPC classification number: H04L45/24 H04L45/566 H04L47/801

    Abstract: In an example method embodiment, the SDN controller receives a first message from a first network device controlled by SDN, where the first message includes type information indicating that a type of the first message is a resource report type and resource information of a computing node associated with the first network device; and determines, based at least on the first message, resources of a SDN domain in which the SDN controller is located. As such, the SDN controller also can manage and control the resources of the SDN domain in addition to controlling the SDN network. Therefore, the SDN controller can perform a resource allocation according to the resources of the SDN domain, to optimize the computing power resources of the SDN domain, boost the resource utilization rate of the SDN domain, and further enhance the processing efficiency of the packets.

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