(4)(4)Ap:(p+m−1),q:(q+n−1)→⟨ψo|Z⊗N|ψo⟩. Eq. (4) is nonlinear and thus in our quantum convolutional layer, we do not need an additional nonlinear function such as ReLU to explicitly bring in nonlinearity. It is also clear from eq. (4) that in our approach...
The role of geography in the complex diffusion of innovations ArticleOpen access15 September 2020 Introduction From new technologies1,2, to religious beliefs3,4to popular music5,6and memes on social media7,8, innovation is often adopted regionally within the USA (e.g., in the Deep South or ...
Functional and Topological Conditions for Explosive Synchronization Develop in Human Brain Networks with the Onset of Anesthetic-Induced Unconsciousness.. Front Comput Neurosci , 2016 , 10 CrossRef PubMed Google Scholar [38] Zhang X, Guan S, Zou Y. Suppressing explosive synchronization by contrari...
The study of controllability robustness is valuable to the control and application of various complex systems, including social, biological, and technological networks. The concept of controllability of complex networks refers to the ability of a network being steered by external inputs from any of it...
测试结果显示, 使用TP-Net作为骨干网络比使用Hourglass作为骨干网络原始的CornerNet目标检测算法AP提高1%以上. 在COCO2014数据集80个检测类别中, 采用TP-Net的CornerNet检测算法的平均精确率均优于原始网络, 表2所示为18个类别的对比结果. 采用TP-Net作为主干网络的目标检测算法对人、交通工具、动物等类别目标的检测效...
Ce document examine des intersections entre différentes sociétés occupant la région de côte de Nyali du Kenya méridional, à partir vers la fin de le premier millénium ap. J.-C. et le milieu du deuxième millénium ap. J.-C. Nous explorons l'interaction entre ces sociétés à ...
https://doi.org/10.1016/j.apgeog.2015.08.002Get rights and content Highlights Abstract New sources of geolocated information, associated with big data and social networks, show great promise for geographical research, especially in the field of tourism geography. Photo-sharing services comprise one ...
Baker BJ, Saw JH, Lind AE, Lazar CS, Hinrichs K-U, Teske AP, et al. Genomic inference of the metabolism of cosmopolitan subsurface Archaea. Hadesarchaea. Nat Microbiol. 2016;1:16002. Madigan MT, John M. Martinko, Kelly S. Bender, Daniel H. Buckley, and David Allan Stahl: Brock Bi...
In recent years, deep neural networks, also known as deep learning, have achieved several breakthroughs in different fields that were previously dominated by machine learning. Even when using high-performance computing devices, it takes days or weeks to train a deep neural network. Conceptor, as ...
Chimera states have been found in many physiology systems as well as nervous systems and may relate to neural information processing. The present work investigates the traveling chimera states in memristive neuronal networks of locally coupled Hindmarsh-Rose neurons, with both excitation and inhibition ...