Patents by Inventor Xiang Shui Miao

Xiang Shui Miao has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Patent number: 11416744
    Abstract: The present disclosure belongs to the technical field of artificial neural networks, and provides to a max pooling processor based on 1T1R memory, comprising an input module, a max pooling operation module, and an output module; the input module is configured to transmit an operating voltage according to the convolution result in the convolutional neural network; the 1T1R memory in the max pooling operation module is configured to adjust a conductance value of the RRAM according to the gate voltage of the transistor therein to achieve the max pooling operation by using the non-volatile multi-value conductance regulation characteristic of the RRAM, and store a max pooling result; and the output module is configured to read the max pooling result and output it.
    Type: Grant
    Filed: July 12, 2019
    Date of Patent: August 16, 2022
    Assignee: Huazhong University of Science and Technology
    Inventors: Yi Li, Rui Kuang, Xiang-Shui Miao
  • Publication number: 20210224643
    Abstract: The present disclosure belongs to the technical field of artificial neural networks, and provides to a max pooling processor based on 1T1R memory, comprising an input module, a max pooling operation module, and an output module; the input module is configured to transmit an operating voltage according to the convolution result in the convolutional neural network; the 1T1R memory in the max pooling operation module is configured to adjust a conductance value of the RRAM according to the gate voltage of the transistor therein to achieve the max pooling operation by using the non-volatile multi-value conductance regulation characteristic of the RRAM, and store a max pooling result; and the output module is configured to read the max pooling result and output it.
    Type: Application
    Filed: July 12, 2019
    Publication date: July 22, 2021
    Applicant: Huazhong University of Science and Technology
    Inventors: Yi LI, Rui KUANG, Xiang-Shui MIAO
  • Patent number: 7718987
    Abstract: A memory cell for an electrically writeable and erasable memory medium as well as a memory medium thereof is provided. The memory cell comprises a data recording element, the data recording element has a plurality of multiple-layer structure disposed one on top of another; each the multiple-layer structure comprising a plurality of sequentially disposed individual layers. At least one of the plurality of individual layers is capable of changing phase between a crystalline state and an amorphous state in response to an electrical pulse, one of the plurality of individual layers having at least one atomic element which is absent from other one of the plurality of individual layers, and the plurality of multiple-layer structure is of a superlattice-like structure to lower a heat diffusion out of the data recording element to shorten a phase change time of the respective individual layers.
    Type: Grant
    Filed: January 27, 2005
    Date of Patent: May 18, 2010
    Assignee: Agency for Science, Technology and Research
    Inventors: Tow Chong Chong, Lu Ping Shi, Rong Zhao, Xiang Shui Miao, Pik Kee Tan, Hao Meng, Kai Jun Yi, Xiang Hu, Ke Bin Li, Ping Luo
  • Publication number: 20020150716
    Abstract: In data-storage media such as rewritable optical discs (DVD−RAM, DVD+RW, DVD−RW, DVR, CD−RW and PD), the current need for the disc to be initialised before it can be used is eliminated. This is achieved by depositing on the disc, immediately before and/or after the record layer itself has been deposited, a layer of additional material that induces the record layer to become deposited in its crystalline state, or to be transformed spontaneously into that state. One specific material, which has this effect on record layers of GeSbTe and/or AgInSbTe, is Sb2Te3.
    Type: Application
    Filed: June 15, 2001
    Publication date: October 17, 2002
    Inventors: Xiang Shui Miao, Tow Chong Chong, Lu Ping Shi, Pik Kee Tan