Initially, a conjugated pair of Spatiotemporal Information (STI) equations is derived using Takens' embedding theory to transform the spatial information of high-dimensional variables into one-dimensional temporal information of the target variable and vice versa. Next, by exploiting reservoir networks, ...
Hence, the main objective of this article is to present a spatiotemporal information extraction framewISoPrRkStIhnta. Jt. Gceoon-Insfu. 2m01e6,s5,t2h2o1 se gazetteers and extracts the spatial and temporal entities fro2mof 2t5he texts. The extraction of spatiotemporal entities from an ...
the spatiotemporal information (STI) transformation has theoretically been derived from the delay-embedding theory35,36,37. This method can transform the spatial information of high-dimensional data to the temporal dynamics of any target variable. Based on the STI transformation, the randomly distribute...
an external dynamical system irrelevant to the target system, ARNN directly transforms the observed high-dimensional dynamics as its reservoir, which maps the high-dimensional/spatial data to the future temporal values of a target variable based on our spatiotemporal information (STI) transformation. ...
Processing spatiotemporal data sources with both high spatial dimension and rich temporal information is a ubiquitous need in machine intelligence. Recurrent neural networks in the machine learning domain and bio-inspired spiking neural networks in the n
We also show that gradually pooling space and time information and building deeper networks achieves best results and we discuss more about the architecture search in section 3.2. 在这些方法中,3D ConvNets方法与我们最密切相关。该方法使用人体检测器和头部跟踪来在视频中分割人类受试者。分段视频卷被用...
1.2 研究的目的和意义地籍信息系统(Cadastral Information System)是包含宗地数据的GIS,它不仅需要管理宗 地的现时数据,而且需要存储宗地的历史数据。宗地信息既包含空间信息、又包含属性信 息,宗地的空间信息和属性信息是随时间不断发生变化的 [ 2] 。一方面土地是资源,宗地的 自然形态会随着土地自身的运动和人类改造...
- 《Science China(Information Sciences)》 被引量: 4发表: 2011年 [Lateralization of EEG Patterns in Humans during Motor Imagery of Arm Movements in the Brain-Computer Interface]. feedback through so called brain-computer interface (BCI) used for detection of user-specific spatio-temporal.EEG ...
By adding a new layer of complexity to RNA biology, circRNA may be an integral regulatory entity required to develop and maintain multiple distinct mammalian cell types and organs from the same genetic information. In Drosophila, neural levels of circRNAs were found to increase throughout life, ...
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