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Titlebook: Cognitive Computation and Systems; First International Fuchun Sun,Jianmin Li,Zhongyi Chu Conference proceedings 2023 The Editor(s) (if app

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The Survey of Self-play Method in Computer Gamesf reinforcement learning and deep reinforcement learning. DeepMind pioneered the use of deep reinforcement learning and self-play to achieve a breakthrough in the Atari arcade game. Since then, AlphaGo has also reached the level of beating the top human players. AlphaGo Zero quickly surpassed the fo
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GK-Means SOM Algorithm Used to Plan the Paths for Multiple Agents Exploring Multiple Target Pointsse a greedy K-means self-organizing map algorithm to balance the tasks and plan the paths for multiple agents exploring multiple target points, where greedy k-means adopts greedy strategy to ensure the tasks allocated for agents tending equally, and the self-organizing map networks are used for para
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Association Analysis of Gene Expression and Brain Image Identifies Gene Signatures in Major Depressi patterns. We extracted threefunctional metrics, including Amplitude of Low Frequency Fluctuation, fractional Amplitude of Low Frequency Fluctuation, Regional Homogeneity from fMRI data, and one structural metrics, grey matter density from MRI data, to explore inter-group differences between MDD pat
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Transfer Learning Based Seizure Detection: A Reviewlysis, statistical test, etc., which provides an objective reference for epilepsy diagnosis, treatment and evaluation. Traditional seizure detection is based on the assumption that the training and testing data are equally distributed. However, the characteristics of EEG signals are highly influence
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Cognitive Computing and Systems Analysis of Alumni Economic Theory and Practice Party of China by reviewing the cognitive computing and system analysis of the latest progress in the establishment of alumni economic theory and its practice. The method is as follows: First, review the historical process that alumni economic theory and practice have gone through, and then, throug
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Factor Space: Cognitive Computation and Systems for Generalized Genese formal expression of concept, which is essentially an attempt to construct the mathematical foundation of the three categories of information, intelligence and data science & technology. The method is: first, it is clear that the vector space can only be used for mathematical analysis of quantitat
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U-YOLO: Improved YOLOv5 for Small Object Detection on UAV-Captured Imagesot only improves the detection performance on drone-captured scenarios but also has a real-time detection speed. Compared to baseline model (YOLOv5s), the mAP result of U-YOLO is increased from 19.07 to 24.1%, and the detection speed is 39FPS. It provides a good balance between detection accuracy an
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A Novel Autoencoder for Task-Driven Object Segmentationask-driven salient object segmentation on a several benchmark datasets, including DUT-OMRON, ECSSD, DUTS-TE, etc. Experimental results show that our approach tends to segment accurate, detailed and complete objects, and improves the performance compared with the previous state-of-the-arts.
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