WO2023014298A3 - 神经网络模型的构建方法及装置 - Google Patents

神经网络模型的构建方法及装置 Download PDF

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WO2023014298A3
WO2023014298A3 PCT/SG2022/050553 SG2022050553W WO2023014298A3 WO 2023014298 A3 WO2023014298 A3 WO 2023014298A3 SG 2022050553 W SG2022050553 W SG 2022050553W WO 2023014298 A3 WO2023014298 A3 WO 2023014298A3
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neural network
verification
sample
training
data set
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PCT/SG2022/050553
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French (fr)
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WO2023014298A2 (zh
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谭丞
朱亦博
郭传雄
王剑
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脸萌有限公司
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Publication of WO2023014298A2 publication Critical patent/WO2023014298A2/zh
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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods

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  • Engineering & Computer Science (AREA)
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  • General Health & Medical Sciences (AREA)
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Abstract

说明书摘要本公开实施例公开了神经网络的构建方法、装置和电子设备。该方法包括：将验证样本输入到经过预训练的候选神经网络，得到验证值；基于验证值确定候选神经网络是否满足预设条件；若确定结果为否，基于验证样本，生成新的训练样本对，得到更新后训练数据集，训练数据集包括多个训练样本对；利用更新后训练数据集重新对候选神经网络进行训练，以得到满足预设条件的神经网络。实现了通过根据验证不通过的验证样本自动更新训练样本集，对神经网络重新进行训练，以得到可以验证通过的神经网络。
PCT/SG2022/050553 2021-08-06 2022-08-02 神经网络模型的构建方法及装置 WO2023014298A2 (zh)

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CN202110905642.6A CN113610228B (zh) 2021-08-06 2021-08-06 神经网络模型的构建方法及装置
CN202110905642.6 2021-08-06

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WO2023014298A2 WO2023014298A2 (zh) 2023-02-09
WO2023014298A3 true WO2023014298A3 (zh) 2023-04-13

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CN116933874A (zh) * 2022-04-02 2023-10-24 维沃移动通信有限公司 验证方法、装置及设备
US20240054335A1 (en) * 2022-08-15 2024-02-15 Bank Of America Corporation Ai-based pattern identification transformer

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US20190362841A1 (en) * 2018-05-23 2019-11-28 Roche Diabetes Care, Inc. Medical device data management configuration systems and methods of use
CN111161740A (zh) * 2019-12-31 2020-05-15 中国建设银行股份有限公司 意图识别模型训练方法、意图识别方法以及相关装置
US20200202210A1 (en) * 2018-12-24 2020-06-25 Nokia Solutions And Networks Oy Systems and methods for training a neural network
CN112504808A (zh) * 2020-11-02 2021-03-16 北京空天技术研究所 基于机器学习算法的飞行器热防护系统损伤诊断方法

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CN109840588B (zh) * 2019-01-04 2023-09-08 平安科技（深圳）有限公司 神经网络模型训练方法、装置、计算机设备及存储介质
CN110689038B (zh) * 2019-06-25 2024-02-02 深圳市腾讯计算机系统有限公司 神经网络模型的训练方法、装置和医学图像处理系统
CN110909877B (zh) * 2019-11-29 2023-10-27 百度在线网络技术（北京）有限公司 神经网络模型结构搜索方法、装置、电子设备及存储介质
CN111797976B (zh) * 2020-06-30 2024-04-12 北京灵汐科技有限公司 神经网络的训练方法、图像识别方法、装置、设备及介质

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20190362841A1 (en) * 2018-05-23 2019-11-28 Roche Diabetes Care, Inc. Medical device data management configuration systems and methods of use
US20200202210A1 (en) * 2018-12-24 2020-06-25 Nokia Solutions And Networks Oy Systems and methods for training a neural network
CN111161740A (zh) * 2019-12-31 2020-05-15 中国建设银行股份有限公司 意图识别模型训练方法、意图识别方法以及相关装置
CN112504808A (zh) * 2020-11-02 2021-03-16 北京空天技术研究所 基于机器学习算法的飞行器热防护系统损伤诊断方法

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CN113610228B (zh) 2024-03-05
CN113610228A (zh) 2021-11-05
WO2023014298A2 (zh) 2023-02-09

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