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China's CNIPA Top 10 2022 Cases of Patent Reexamination Invalidation

The top ten patent reexamination and invalidation cases in 2022 include 8 invalidation cases of invention patents, 1 invalidation case of a utility model patent and 1 invalidation case of a design patent.
Liu Ming Invalidation Trial Department China National Intellectual Property Administration Deputy Director National Intellectual Property Administration Ten Patent Reexamination

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Autonomous Surveillance of Infants' Needs Using CNN Model for Audio Cry Classification

Infants portray suggestive unique cries while sick, having belly pain, discomfort, tiredness, attention and desire for a change of diapers among other needs. There exists limited knowledge in accessing the infants’ needs as they only relay information through suggestive cries. Many teenagers tend to give birth at an early age, thereby exposing them to be the key monitors of their own babies. They tend not to have sufficient skills in monitoring the infant’s dire needs, more so during the ear...
Google Gpus Convolution Neural Networks Summary Of Research Gaps Convolutional Neural Network Model Training Reservoir Network Convolution Neural Network Deep Learning Model
Source: scirp.org

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