Patents by Inventor Xiaoxin Xu
Xiaoxin Xu 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).
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Patent number: 12660515Abstract: A three-dimensional reservoir based on three-dimensional volatile memristors and a method for manufacturing the same. In the three-dimensional reservoir, a memory layer, a select layer, and an electrode layer in each via form a memristor which is a reservoir unit. The three-dimensional reservoir is formed based on a stacking structure and multiple vias. The three-dimensional reservoir is constructed by using virtual nodes generated from dynamic characteristics of the three-dimensional memristors. An interfacial memristor is first constructed, and its volatility is verified through electric tests. A vertical three-dimensional array is manufactured based on the volatile memristor. A dynamic characteristic of the memristor is adjusted through a Schottky barrier. Different layers in the three-dimensional reservoir correspond to different reservoirs, which are constructed by controlling memristors in the different layers, respectively.Type: GrantFiled: March 10, 2022Date of Patent: June 16, 2026Assignee: INSTITUTE OF MICROELECTRONICS, CHINESE ACADEMY OF SCIENCESInventors: Xiaoxin Xu, Wenxuan Sun, Jie Yu, Woyu Zhang, Danian Dong, Jinru Lai, Xu Zheng, Dashan Shang
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Patent number: 12615971Abstract: The present disclosure provides a resistive random access memory and a method of preparing the same. The resistive random access memory includes: a resistive layer, an upper electrode and a barrier structure. The resistive layer is arranged on a substrate; the upper electrode is arranged on the resistive layer; and the barrier structure is arranged between the resistive layer and the upper electrode, and the barrier structure is configured for electrons to pass through a conduction band of the barrier structure when a device performs an erasing operation, so as to avoid forming of a defect in the resistive layer and causing a reverse breakdown of the resistive layer.Type: GrantFiled: December 14, 2020Date of Patent: April 28, 2026Assignee: INSTITUTE OF MICROELECTRONICS, CHINESE ACADEMY OF SCIENCESInventors: Xiaoxin Xu, Xiaoyan Li, Danian Dong, Jie Yu, Hangbing Lv
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Publication number: 20260086142Abstract: The present disclosure relates to a field of semiconductor technology, and in particular to a method and apparatus of predicting an endurance of a chip, a computer-readable medium, and an electronic device. The method includes: building a dataset according to endurance test data of a target chip, where the dataset includes a training set and a test set; acquiring a machine learning model, and training the machine learning model through the training set; and predicting an endurance of the target chip through the machine learning model.Type: ApplicationFiled: May 17, 2023Publication date: March 26, 2026Inventors: Xiaoxin XU, Xu ZHENG, Lizhou WU, Xiaoyong XUE, Wan PANG
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Publication number: 20260024608Abstract: The present application relates to a service life prediction and repair method for a resistive random access memory (RRAM) chip. The trained model is obtained by training the model using training dataset which is constructed comprises input data X, and bicategory labeling of true failure or false failure, process the measured data of the memory unit to be predicted into nine dimensional input data then input into the trained model, obtain the prediction results of the memory unit of the last few erase-write periods, and finally determine whether or not it is a false failure memory unit that actually needs to be repaired, then performing repair operation on the false failure memory unit that actually needs to be repaired.Type: ApplicationFiled: May 11, 2023Publication date: January 22, 2026Applicant: INSTITUTE OF MICROELECTRONICS OF THE CHINESE ACADEMY OF SCIENCESInventors: Xiaoxin XU, Xu ZHENG, Lizhou WU, Xiaoyong XUE, Jinru LAI, Wenxuan SUN, Danian DONG
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Publication number: 20250380379Abstract: A server, a liquid cooling system and a leakage protection device thereof are provided. The leakage protection device includes a suction apparatus, multiple liquid collecting components and multiple suction pipelines. The multiple liquid collecting components are located at different positions of a liquid-cooling heat-dissipation module, respectively, to collect a leaking liquid of the liquid-cooling heat-dissipation module. The multiple suction pipelines are arranged corresponding to the liquid collecting components, respectively. A first end of each suction pipeline is located inside the corresponding liquid collecting component, and a second end thereof is connected to the suction apparatus, wherein at least one suction pipeline has a blocking component at the first end thereof, and the blocking component has a property that can prevent passage of gas and allow passage of the leaking liquid from the corresponding liquid collecting component.Type: ApplicationFiled: August 26, 2024Publication date: December 11, 2025Applicant: SHENZHEN ENVICOOL TECHNOLOGY CO., LTD.Inventors: Xiaoxin XU, Xiaolei AI, Xiaojin CHENG, Zhen XIONG, Feng LV
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Publication number: 20250371308Abstract: Disclosed in the present application are a reservoir computing network optimization method and a related apparatus. The method comprises: sampling an input signal to obtain a sampling signal; performing quantization processing on the sampling signal by means of at least two kinds of quantization modes, so as to obtain at least two kinds of digital signals, values of elements in different digital signals being different; inputting voltage pulses corresponding to the elements in the different digital signals into reservoirs constructed by different quantities of virtual nodes, so as to extract signal features of the input signal in different quantization modes by the different reservoirs. By quantizing signals in different modes and inputting same into reservoirs constructed by different quantities of virtual nodes, the richness of internal states of the reservoirs can be improved, thereby further improving the signal identification accuracy of a reservoir system.Type: ApplicationFiled: October 12, 2022Publication date: December 4, 2025Inventor: Xiaoxin Xu
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Publication number: 20250347576Abstract: A liquid leakage detection sensor includes a first liquid leakage detection portion and a second liquid leakage detection portion, and the first liquid leakage detection portion and the second liquid leakage detection portion are integrally formed. The first liquid leakage detection portion is arranged at a first liquid leakage detection position of a liquid cooling device to detect liquid leakage at the first liquid leakage detection position, and the second liquid leakage detection portion is arranged at a second liquid leakage detection position of the liquid cooling device to detect liquid leakage at the second liquid leakage detection position. The first liquid leakage detection portion and the second liquid leakage detection portion are integrally formed, and need not to be connected by an insertion connector.Type: ApplicationFiled: August 15, 2024Publication date: November 13, 2025Applicant: SHENZHEN ENVICOOL TECHNOLOGY CO., LTD.Inventors: Xiaoxin XU, Xiaolei AI, Xiaojin CHENG, Zhen XIONG, Feng LV
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Patent number: 12456516Abstract: A method for operating a memory cell and a resistive random access memory, and an electronic device are provided. The method for operating a memory cell includes: performing a writing operation and an erasing operation on a resistive device. The writing operation includes: applying a writing voltage on the resistive device; determining whether a resistance value of the resistive device reaches a low resistance state threshold; and applying a constant current to the resistive device in response to the resistance value of the resistive device reaching the low resistance state threshold, wherein a voltage value generated by the constant current on the resistive device is smaller than a voltage value of the writing voltage.Type: GrantFiled: January 25, 2021Date of Patent: October 28, 2025Assignee: Institute of Microelectronics, Chinese Academy of SciencesInventors: Xiaoxin Xu, Jie Yu, Danian Dong, Zhaoan Yu, Hangbing Lv
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Patent number: 12444463Abstract: Provided are a memory cell structure, a memory array structure, and a voltage biasing method. The memory cell structure includes: a substrate layer, a well layer and a transistor. The substrate layer is configured to support the memory cell structure; the well layer is embedded in the substrate layer, an upper surface of the well layer is flush with an upper surface of the substrate layer, and a transistor is arranged on the well layer.Type: GrantFiled: April 14, 2020Date of Patent: October 14, 2025Assignee: INSTITUTE OF MICROELECTRONICS, CHINESE ACADEMY OF SCIENCESInventors: Hangbing Lv, Jianguo Yang, Xiaoxin Xu, Ming Liu
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Publication number: 20250315271Abstract: A method for obtaining cluster configuration information includes: obtaining M pieces of first cluster configuration information, where M is an integer greater than 1; obtaining, based on an artificial intelligence (AI) application and the M pieces of first cluster configuration information, M pieces of first application feature information respectively corresponding to the M pieces of first cluster configuration information, where each piece of first application feature information includes description information of a plurality of operators in the AI application and a dependency relationship between the plurality of operators; obtaining, based on the M pieces of first application feature information, running latencies of running the AI application by M clusters, where the M clusters are in one-to-one correspondence with the M pieces of first cluster configuration information; and selecting, from the M pieces of first cluster configuration information, corresponding first cluster configuration information whType: ApplicationFiled: June 23, 2025Publication date: October 9, 2025Inventors: Zhongqing Ouyang, Bin She, Yanlin Liu, Fuchun Wei, Jingyi Zhang, Yongzhong Wang, Xiaoxin Xu
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Publication number: 20250266089Abstract: A method for operating a memory cell and a resistive random access memory, and an electronic device are provided. The method for operating a memory cell includes: performing a writing operation and an erasing operation on a resistive device.Type: ApplicationFiled: January 25, 2021Publication date: August 21, 2025Applicant: Institute of Microelectronics, Chinese Academy of SciencesInventors: Xiaoxin Xu, Jie Yu, Danian Dong, Zhaoan Yu, Hangbing Lv
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Publication number: 20250240916Abstract: A server includes a liquid cooling system, multiple first electronic components with a first function, and multiple second electronic components with a second function. The liquid cooling system includes multiple first cooling plates, multiple second cooling plates, a liquid distributor, and a liquid collector, each of the first electronic components is fitted against the corresponding first cooling plate, and each of the second electronic components is fitted against the corresponding second cooling plate. At least two first cooling plates are connected in series and/or in parallel between a first liquid distribution port of the liquid distributor and a first liquid collection port of the liquid collector, and at least two second cooling plates are connected in series and/or in parallel between a second liquid distribution port of the liquid distributor and a second liquid collection port of the liquid collector.Type: ApplicationFiled: August 15, 2024Publication date: July 24, 2025Applicant: SHENZHEN ENVICOOL TECHNOLOGY CO., LTD.Inventors: Xiaoxin XU, Xiaolei AI
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Publication number: 20250240929Abstract: The present application provides a liquid cooling system including a water distribution-collection device, multiple liquid cooling bodies and multiple first liquid guide tubes. One end of each first liquid guide tube is communicated with at least one corresponding liquid cooling body, and the other end of the first liquid guide tube is connected to a port of the water distribution-collection device through a corresponding cut-off assembly. The cut-off assembly includes a first connection device and a second connection device that are detachable and separable from each other. The first connection device is arranged at a tube mouth of the first liquid guide tube and is configured to block the corresponding first liquid guide tube when being disassembled from the second connection device. The second connection device is arranged at the port and is configured to block the corresponding port when being disassembled from the first connection device.Type: ApplicationFiled: August 26, 2024Publication date: July 24, 2025Applicant: SHENZHEN ENVICOOL TECHNOLOGY CO., LTD.Inventors: Xiaoxin XU, Xiaolei AI
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Publication number: 20250240930Abstract: The present application relates to the technical field of heat dissipation and specifically provides a liquid cooling system including a liquid cooling body, a liquid guide pipe, a first detection tape arranged on the liquid cooling body, and a second detection tape arranged on the liquid guide pipe. The first detection tape is configured to detect liquid leakage of the liquid cooling body, and the second detection tape is configured to detect liquid leakage of the liquid guide pipe. The second detection tape arranged on at least one liquid guide pipe is connected in series with the first detection tape arranged on at least one liquid cooling body communicated with the liquid guide pipe. The liquid guide pipe and the at least one liquid cooling body communicated with the liquid guide pipe can be used as a detection branch. The present application also provides a server.Type: ApplicationFiled: August 26, 2024Publication date: July 24, 2025Applicant: SHENZHEN ENVICOOL TECHNOLOGY CO., LTD.Inventors: Xiaoxin XU, Xiaolei AI, Xiaojin CHENG
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Publication number: 20250237569Abstract: A liquid leakage detection band includes a base band, a first liquid leakage detection wire and a second liquid leakage detection wire. The first liquid leakage detection wire and the second liquid leakage detection wire are distributed on the base band and spaced apart from each other. The first liquid leakage detection wire and the second liquid leakage detection wire extend from a first end of the base band to a second end of the base band, and return back to the first end of the base band, where the first end and the second end of the base band refer to two ends of the base band away from each other in a length direction of the base band. That is, two ends of the first liquid leakage detection wire and the second liquid leakage detection wire are located at a same end of the base band.Type: ApplicationFiled: August 15, 2024Publication date: July 24, 2025Applicant: SHENZHEN ENVICOOL TECHNOLOGY CO., LTD.Inventors: Xiaoxin XU, Xiaolei AI, Xiaojin CHENG
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Publication number: 20250240918Abstract: A liquid leakage protection device is provided in the present application. The liquid leakage protection device includes a cold plate including a heated plate and a cover plate, which are connected to form a liquid-cooling chamber for accommodating a liquid-cooling medium. The liquid leakage protection device further includes an enclosure structure arranged outside the liquid-cooling chamber, which can block the liquid-cooling medium leaking from the liquid-cooling chamber from flowing to a working component in contact with the heated plate, thereby preventing damage to the working component and influence on the data security. Meanwhile, the enclosure structure and the cold plate form a liquid reservoir to store the liquid-cooling medium leaking from the liquid-cooling chamber, which can ensure a sufficient time for data storage after the liquid-cooling medium leaks and for safe shutdown of the equipment.Type: ApplicationFiled: August 15, 2024Publication date: July 24, 2025Applicant: SHENZHEN ENVICOOL TECHNOLOGY CO., LTD.Inventors: Xiaoxin XU, Xiaolei AI, Zhen XIONG, Xiaojin CHENG
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Publication number: 20250240915Abstract: A liquid cooling system for an electronic device is provided. The liquid cooling system includes a liquid guide tube, a liquid cooling body, a multi-channel structure, and a liquid collection device. The liquid cooling body and the multi-channel structure are communicated through the liquid guide tube. The liquid collection device continuously surrounds the multi-channel structure, the liquid guide tube, and the liquid cooling body, and has a window to expose a heated surface of the liquid cooling body. In the liquid cooling system for an electronic device, the liquid guide tube, the liquid cooling body, and the multi-channel structure are continuously surrounded, which can effectively collect the leaking liquid in all areas, and sufficiently prolong the duration of continuous operation of the electronic device after the leakage of the liquid cooling system.Type: ApplicationFiled: August 15, 2024Publication date: July 24, 2025Applicant: SHENZHEN ENVICOOL TECHNOLOGY CO., LTD.Inventors: Xiaoxin XU, Xiaolei AI, Zhen XIONG, Xiaojin CHENG
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Publication number: 20250240917Abstract: The present application relates to a liquid cooling system including a liquid cooling body, a liquid guide tube, a liquid collection structure and a suction device. The liquid cooling body is configured to exchange heat with a heating element and is communicated with the liquid guide tube. The liquid collection structure is configured to collect liquid leaking from the liquid cooling body and/or the liquid guide tube. The suction device has a negative-pressure channel, the negative-pressure channel has a suction opening and is arranged at the liquid collection structure, and is configured to be connected to the suction apparatus to suck liquid from the liquid collection structure into the negative-pressure channel and discharge or store the liquid through the negative-pressure channel. The present application further discloses a server including the liquid cooling system.Type: ApplicationFiled: August 15, 2024Publication date: July 24, 2025Applicant: SHENZHEN ENVICOOL TECHNOLOGY CO., LTD.Inventors: Xiaoxin XU, Xiaolei AI
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Publication number: 20250237570Abstract: A liquid leakage detection band includes a base band, a first liquid leakage detection wire, and a second liquid leakage detection wire. A preset distance is present between the first liquid leakage detection wire and the second liquid leakage detection wire. The first liquid leakage detection wire is provided with a first liquid leakage detection splice sheet, and the second liquid leakage detection wire is provided with a second liquid leakage detection splice sheet. The base band, the first liquid leakage detection wire, and the second liquid leakage detection wire can be cut along the first liquid leakage detection splice sheet and the second liquid leakage detection splice sheet. With the first liquid leakage detection splice sheet and the second liquid leakage detection splice sheet, wire connection areas can be enlarged to facilitate wire connecting operations after cutting.Type: ApplicationFiled: August 26, 2024Publication date: July 24, 2025Applicant: SHENZHEN ENVICOOL TECHNOLOGY CO., LTD.Inventors: Xiaoxin XU, Xiaolei AI
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Publication number: 20250240919Abstract: A liquid collecting device includes a cooling plate and a liquid collecting trough. The liquid collecting trough is arranged surrounding a joint connected to the cooling plate, the liquid collecting trough is provided with a liquid collecting opening, which is provided towards at least part of a pipeline assembly connected to the joint and covers an area where the joint and at least part of the pipeline assembly are located, so that a liquid cooling medium leaking from the at least part of the pipeline assembly as well as a connection position between the joint and the cooling plate can be collected in the liquid collecting trough.Type: ApplicationFiled: August 26, 2024Publication date: July 24, 2025Applicant: SHENZHEN ENVICOOL TECHNOLOGY CO., LTD.Inventors: Xiaoxin XU, Xiaolei AI, Zhen XIONG, Xiaojin CHENG