NSTL国家科技图书文献中心

1. Reconstruction of Adaptive Leaky Integrate-and-Fire Neuron to Enhance the Spiking Neural Networks Performance by Establishing Complex Dynamics NSTL国家科技图书文献中心

Quan Liu | Mincheng Cai ... - 《IEEE transactions on neural networks and learning systems》 - 2025,36(2) - 2619～2633 - 共15页

摘要： spatiotemporal backpropagation (STBP). | Since digital spiking signals can carry rich | information and propagate with low computational consumption | , spiking neural networks (SNNs) have received great | attention from neuroscientists and are regarded as the

关键词： Neurons | Mathematical models | Biomembranes | Biological neural networks | Spatiotemporal phenomena | Membrane potentials | Backpropagation

2. MSGFormer: Revolutionizing Traffic Flow Prediction With Multiscale and Gated Transformer Architecture NSTL国家科技图书文献中心

Wei Li | Jun Chen ... - 《IEEE internet of things journal》 - 2025,12(2) - 2014～2025 - 共12页

摘要： dynamic spatiotemporal* interdependencies inherent within* | Traffic flow prediction has emerged as a | critical component in advancing smart cities | . Nevertheless, precisely forecasting traffic flow remains a | formidable challenge, attributable to the intricate and

关键词： Transformers | Correlation | Logic gates | Predictive models | Spatiotemporal phenomena | Data models | Internet of Things

3. A Tracking Prior to Localization Workflow for Ultrasound Localization Microscopy NSTL国家科技图书文献中心

Alexis Leconte | Jonathan Porée ... - 《IEEE Transactions on Medical Imaging》 - 2025,44(2) - 698～710 - 共13页

摘要：Ultrasound Localization Microscopy (ULM) has | proven effective in resolving microvascular structures | and local mean velocities at sub-diffraction-limited | scales, offering high-resolution imaging capabilities | . Dynamic ULM (DULM) enables the creation of angiography

关键词： Location awareness | Trajectory | Spatiotemporal phenomena | Standards | Ultrasonic imaging | Smoothing methods | Microscopy

4. DST-GNN: A Dynamic Spatiotemporal Graph Neural Network for Cyberattack Detection in Grid-Tied Photovoltaic Systems NSTL国家科技图书文献中心

Sha Peng | Mengxiang Liu ... - 《IEEE transactions on smart grid》 - 2025,16(1) - 330～343 - 共14页

摘要： spatiotemporal graph neural network (DST-GNN) for cyberattack | The increasing deployment of solar | photovoltaic (PV) systems in the electric grid, aimed at | addressing the energy crisis and surging power demands, has | expanded the potential vulnerability to cyberattacks due

关键词： Cyberattack | Convolution | Graph neural networks | Voltage control | Spatiotemporal phenomena | Inverters | Feature extraction

5. ActionCLIP: Adapting Language-Image Pretrained Models for Video Action Recognition NSTL国家科技图书文献中心

Mengmeng Wang | Jiazheng Xing ... - 《IEEE transactions on neural networks and learning systems》 - 2025,36(1) - 625～637 - 共13页

摘要：The canonical approach to video action | recognition dictates a neural network model to do a classic | and standard 1-of-N majority vote task. They are | trained to predict a fixed set of predefined categories | , limiting their transferability on new datasets with

关键词： Adaptation models | Task analysis | Data models | Transformers | Spatiotemporal phenomena | Semantics | Computer architecture

6. Multigroup Multirole Assignment NSTL国家科技图书文献中心

Zhihang Yu | Cong Guo ... - 《IEEE transactions on computational social systems》 - 2025,12(1) - 259～273 - 共15页

摘要：Role-based collaboration (RBC) theory is a | promising paradigm for problem-solving in complex systems | . Multigroup role assignment (MGRA) specifically tackles the | task of assigning roles for multigroup collaboration | . However, due to the constraint that an agent can only

关键词： Collaboration | Resource management | Problem-solving | Drones | Decision making | Training | Spatiotemporal phenomena

7. Improving Reconstruction Speed of Positron Emission Particle Tracking by Efficient Gradient Calculation NSTL国家科技图书文献中心

Eunsik Choi | Yeseul Kim ... - 《IEEE Transactions on Radiation and Plasma Medical Sciences》 - 2025,9(1) - 40～46 - 共7页

摘要： tomography (PET) scanner. The spatiotemporal* B-spline* | The development of molecular imaging | algorithms and tools has advanced our understanding of the | molecular dynamics in complex systems, such as tracking | cells in vivo. One of these advancements, the positron

关键词： Splines (mathematics) | Accuracy | Trajectory | Positron emission tomography | Linear programming | Spatiotemporal phenomena | Particle tracking

8. MTCSAR: Fusing Multitemporal Interaction With Coherence Prior for SAR Image Denoising NSTL国家科技图书文献中心

Jianwei Liu | Xin Su ... - 《IEEE Transactions on Geoscience and Remote Sensing》 - 2025,63 - 1～17 - 共17页

摘要：Synthetic aperture radar (SAR) images are | inherently affected by speckle noise due to their imaging | principles, significantly impacting downstream research | . Denoising methods based on deep learning have garnered | attention and are gradually maturing, yet they face

关键词： Radar polarimetry | Coherence | Noise reduction | Feature extraction | Noise | Speckle | Training | Spatiotemporal phenomena | Deep learning | Vegetation mapping

9. Peatland Water Table Depth Monitoring Using Quad-Polarimetric L-Band SAR NSTL国家科技图书文献中心

Benjamin Sterratt | Armando Marino ... - 《IEEE journal of selected topics in applied earth observations and remote sensing》 - 2025,18 - 5824～5837 - 共14页

摘要： spatiotemporal and temporal WTD variation at a raised bog in | Accurate, remote sensing-based methods of | monitoring peatland water table depth (WTD) could support | peatland management and restoration. Quad-polarimetric L | -band synthetic-aperture radar (quad-pol L-band SAR

关键词： Predictive models | Filters | Remote sensing | Monitoring | L-band | Spatiotemporal phenomena | Vegetation mapping | Speckle | C-band | Training

10. A Versatile Point Cloud Compressor Using Universal Multiscale Conditional Coding – Part I: Geometry NSTL国家科技图书文献中心

Jianqiang Wang | Ruixiang Xue ... - 《IEEE Transactions on Pattern Analysis and Machine Intelligence》 - 2025,47(1) - 269～287 - 共19页

摘要：A universal multiscale conditional coding | framework, Unicorn, is proposed to compress the geometry | and attribute of any given point cloud. Geometry | compression is addressed in Part I of this paper, while | attribute compression is discussed in Part II. We

摘要： spatiotemporal backpropagation (STBP). | Since digital spiking signals can carry rich | information and propagate with low computational consumption | , spiking neural networks (SNNs) have received great | attention from neuroscientists and are regarded as the

关键词： Neurons | Mathematical models | Biomembranes | Biological neural networks | Spatiotemporal phenomena | Membrane potentials | Backpropagation

摘要： dynamic spatiotemporal* interdependencies inherent within* | Traffic flow prediction has emerged as a | critical component in advancing smart cities | . Nevertheless, precisely forecasting traffic flow remains a | formidable challenge, attributable to the intricate and

关键词： Transformers | Correlation | Logic gates | Predictive models | Spatiotemporal phenomena | Data models | Internet of Things

摘要：Ultrasound Localization Microscopy (ULM) has | proven effective in resolving microvascular structures | and local mean velocities at sub-diffraction-limited | scales, offering high-resolution imaging capabilities | . Dynamic ULM (DULM) enables the creation of angiography

关键词： Location awareness | Trajectory | Spatiotemporal phenomena | Standards | Ultrasonic imaging | Smoothing methods | Microscopy

摘要： spatiotemporal graph neural network (DST-GNN) for cyberattack | The increasing deployment of solar | photovoltaic (PV) systems in the electric grid, aimed at | addressing the energy crisis and surging power demands, has | expanded the potential vulnerability to cyberattacks due

关键词： Cyberattack | Convolution | Graph neural networks | Voltage control | Spatiotemporal phenomena | Inverters | Feature extraction

摘要：The canonical approach to video action | recognition dictates a neural network model to do a classic | and standard 1-of-N majority vote task. They are | trained to predict a fixed set of predefined categories | , limiting their transferability on new datasets with

关键词： Adaptation models | Task analysis | Data models | Transformers | Spatiotemporal phenomena | Semantics | Computer architecture

摘要：Role-based collaboration (RBC) theory is a | promising paradigm for problem-solving in complex systems | . Multigroup role assignment (MGRA) specifically tackles the | task of assigning roles for multigroup collaboration | . However, due to the constraint that an agent can only

关键词： Collaboration | Resource management | Problem-solving | Drones | Decision making | Training | Spatiotemporal phenomena

摘要： tomography (PET) scanner. The spatiotemporal* B-spline* | The development of molecular imaging | algorithms and tools has advanced our understanding of the | molecular dynamics in complex systems, such as tracking | cells in vivo. One of these advancements, the positron

关键词： Splines (mathematics) | Accuracy | Trajectory | Positron emission tomography | Linear programming | Spatiotemporal phenomena | Particle tracking

摘要：Synthetic aperture radar (SAR) images are | inherently affected by speckle noise due to their imaging | principles, significantly impacting downstream research | . Denoising methods based on deep learning have garnered | attention and are gradually maturing, yet they face

关键词： Radar polarimetry | Coherence | Noise reduction | Feature extraction | Noise | Speckle | Training | Spatiotemporal phenomena | Deep learning | Vegetation mapping

摘要： spatiotemporal and temporal WTD variation at a raised bog in | Accurate, remote sensing-based methods of | monitoring peatland water table depth (WTD) could support | peatland management and restoration. Quad-polarimetric L | -band synthetic-aperture radar (quad-pol L-band SAR

关键词： Predictive models | Filters | Remote sensing | Monitoring | L-band | Spatiotemporal phenomena | Vegetation mapping | Speckle | C-band | Training

摘要：A universal multiscale conditional coding | framework, Unicorn, is proposed to compress the geometry | and attribute of any given point cloud. Geometry | compression is addressed in Part I of this paper, while | attribute compression is discussed in Part II. We

关键词： Point cloud compression | Geometry | Encoding | Tensors | Spatiotemporal phenomena | Correlation | Transform coding

4008-161-200 800-990-8900

国家科技图书文献中心

摘要： spatiotemporal backpropagation (STBP). | Since digital spiking signals can carry rich | information and propagate with low computational consumption | , spiking neural networks (SNNs) have received great | attention from neuroscientists and are regarded as the

关键词： Neurons | Mathematical models | Biomembranes | Biological neural networks | Spatiotemporal phenomena | Membrane potentials | Backpropagation

摘要： dynamic spatiotemporal interdependencies inherent within | Traffic flow prediction has emerged as a | critical component in advancing smart cities | . Nevertheless, precisely forecasting traffic flow remains a | formidable challenge, attributable to the intricate and

关键词： Transformers | Correlation | Logic gates | Predictive models | Spatiotemporal phenomena | Data models | Internet of Things

摘要：Ultrasound Localization Microscopy (ULM) has | proven effective in resolving microvascular structures | and local mean velocities at sub-diffraction-limited | scales, offering high-resolution imaging capabilities | . Dynamic ULM (DULM) enables the creation of angiography

关键词： Location awareness | Trajectory | Spatiotemporal phenomena | Standards | Ultrasonic imaging | Smoothing methods | Microscopy

摘要： spatiotemporal graph neural network (DST-GNN) for cyberattack | The increasing deployment of solar | photovoltaic (PV) systems in the electric grid, aimed at | addressing the energy crisis and surging power demands, has | expanded the potential vulnerability to cyberattacks due

关键词： Cyberattack | Convolution | Graph neural networks | Voltage control | Spatiotemporal phenomena | Inverters | Feature extraction

摘要：The canonical approach to video action | recognition dictates a neural network model to do a classic | and standard 1-of-N majority vote task. They are | trained to predict a fixed set of predefined categories | , limiting their transferability on new datasets with

关键词： Adaptation models | Task analysis | Data models | Transformers | Spatiotemporal phenomena | Semantics | Computer architecture

摘要：Role-based collaboration (RBC) theory is a | promising paradigm for problem-solving in complex systems | . Multigroup role assignment (MGRA) specifically tackles the | task of assigning roles for multigroup collaboration | . However, due to the constraint that an agent can only

关键词： Collaboration | Resource management | Problem-solving | Drones | Decision making | Training | Spatiotemporal phenomena

摘要： tomography (PET) scanner. The spatiotemporal B-spline | The development of molecular imaging | algorithms and tools has advanced our understanding of the | molecular dynamics in complex systems, such as tracking | cells in vivo. One of these advancements, the positron

关键词： Splines (mathematics) | Accuracy | Trajectory | Positron emission tomography | Linear programming | Spatiotemporal phenomena | Particle tracking

摘要：Synthetic aperture radar (SAR) images are | inherently affected by speckle noise due to their imaging | principles, significantly impacting downstream research | . Denoising methods based on deep learning have garnered | attention and are gradually maturing, yet they face

关键词： Radar polarimetry | Coherence | Noise reduction | Feature extraction | Noise | Speckle | Training | Spatiotemporal phenomena | Deep learning | Vegetation mapping

摘要： spatiotemporal and temporal WTD variation at a raised bog in | Accurate, remote sensing-based methods of | monitoring peatland water table depth (WTD) could support | peatland management and restoration. Quad-polarimetric L | -band synthetic-aperture radar (quad-pol L-band SAR

关键词： Predictive models | Filters | Remote sensing | Monitoring | L-band | Spatiotemporal phenomena | Vegetation mapping | Speckle | C-band | Training

摘要：A universal multiscale conditional coding | framework, Unicorn, is proposed to compress the geometry | and attribute of any given point cloud. Geometry | compression is addressed in Part I of this paper, while | attribute compression is discussed in Part II. We

关键词： Point cloud compression | Geometry | Encoding | Tensors | Spatiotemporal phenomena | Correlation | Transform coding

4008-161-200 800-990-8900

国家科技图书文献中心

摘要： dynamic spatiotemporal* interdependencies inherent within* | Traffic flow prediction has emerged as a | critical component in advancing smart cities | . Nevertheless, precisely forecasting traffic flow remains a | formidable challenge, attributable to the intricate and

摘要： tomography (PET) scanner. The spatiotemporal* B-spline* | The development of molecular imaging | algorithms and tools has advanced our understanding of the | molecular dynamics in complex systems, such as tracking | cells in vivo. One of these advancements, the positron