Based on wavelet multi-resolution analysis and mean-shift Unsupervised texture segmentation method and the mean shift clustering based on wavelet feature completely unsupervised adaptive multi-scale segmentation and n...
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Neighbor embedding algorithm has been widely used in single-image super-resolution (SR) reconstruction, which makes the assumption that neighbor patches embedded are contained in a single manifold. However, this is no...
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The overview presents the development and application of Hierarchical Temporal Memory (HTM).HTM is a new machine learning method which was proposed by Jeff Hawkins in *** is a biologically inspired cognitive method ba...
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ISBN:
(纸本)9781467315241
The overview presents the development and application of Hierarchical Temporal Memory (HTM).HTM is a new machine learning method which was proposed by Jeff Hawkins in *** is a biologically inspired cognitive method based on the principle of how human brain *** method invites hierarchical structure and proposes a memory-prediction framework, thus making it able to predict what will happen in the near *** overview mainly introduces the developing process of HTM, as well as its principle, characteristics, advantages and applications in vision, image processing and robots movement, some potential applications by using HTM , such as thinking process, are also put forward.
Synchronization and pinning control of complex networks is to regulate the agents' behavior and improve network *** this article, we review some recent developments in pinning *** algorithms and pining strategies ...
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ISBN:
(纸本)9781467315241
Synchronization and pinning control of complex networks is to regulate the agents' behavior and improve network *** this article, we review some recent developments in pinning *** algorithms and pining strategies in different types of complex networks are presented and *** pinning control is also *** addition, the research extended to discrete-time case is *** some related research, the development in consensus and flocking of multi-agent system are introduced *** last, we give some ideas about pinning control in social networks.
The analytical algorithm of program quaternion is studied, aiming at the problem of the arbitrary space vehicle attitude-adjusting control. The analytical constructor method of the program quaternion is provided for a...
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This paper reveals the quantized phase step phenomenon between every two cyclical signals and its characteristics. With these characteristics, ultra-high resolution phase difference measurement limited by the quantize...
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ISBN:
(纸本)9781457718212
This paper reveals the quantized phase step phenomenon between every two cyclical signals and its characteristics. With these characteristics, ultra-high resolution phase difference measurement limited by the quantized phase step and its corresponding measurements can be achieved. The princple that the quantized phase steps between two radio frequencies are usually less than picosecond, femtosecond and even sub-femtoseconds, namely, the princple that the corresponding equivalent phase comparison frequency between two radio frequencies can enter into the microwave or light bands is also revealed, which provides a foundation for the precise link based on phase group processing between frequencies in different bands. In this paper, an ultra-high resolution phase difference measurement method based on the quantized phase step phenomenon and the phase coincidence detection is proposed. By introducing an intermediate frequency, this method utilizes the quantized phase step phenomenon between the measured frequency and the intermediate frequency to measure the phase difference. Highspeed A/D sampling and data processing are used to improve the phase coincidence detection accuracy.
This paper puts forward a novel design for a high-speed residual potential discharge circuit that improves real time performance of an electrical resistance tomography (ERT) system. The authors' analysis of transi...
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A multiple index optimization method for ERT sensors is put forward which combines an orthogonal design and fuzzy analysis. This method first establishes a scientific and proper fuzzy evaluation method using fuzzy mat...
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The analytical algorithm of program quaternion is studied, aiming at the problem of the arbitrary spacecraft attitude-adjusting control. It also provides the analytical constructor method of the program quaternion for...
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An Echo State Network (ESN) based predictive control method for aircraft system is proposed to increase the flight quality. Aerocraft is a nonlinear and time-varying system and its controllers are usually designed by ...
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