Recent advances in convolutional neural network acceleration

Qianru Zhang, Meng Zhang, Tinghuan Chen, +3

Neurocomputing

Convolutional Neural NetworkMachine VisionMachine LearningEngineeringHardware Acceleration +5

Spectrum Analysis and Convolutional Neural Network for Automatic Modulation Recognition

Yuan Zeng, Meng Zhang, Fei Han, +2

IEEE Wireless Communications Letters

Convolutional Neural NetworkModulationEngineeringSpectrum EstimationComputational Complexity +15

Energy Management for Renewable Microgrid in Reducing Diesel Generators Usage With Multiple Types of Battery

Kannan Thirugnanam, See Gim Kerk, Chau Yuen, +2

IEEE Transactions on Industrial Electronics

EngineeringHydrogen-based MicrogridsHome Energy StorageMultiple TypesRenewable Energy Storage +14

Efficient densely connected convolutional neural networks

Guoqing Li, Meng Zhang, Jiaojie Li, +2

Pattern Recognition

Convolutional Neural NetworkMachine VisionMachine LearningData ScienceEngineering +6

Automatic Modulation Recognition Using Deep Learning Architectures

Meng Zhang, Yuan Zeng, Zidong Han, +1

Wireless CommunicationsConvolutional Neural NetworkModulationEngineeringMachine Learning +14

Optimal Graph Structure Based Short-Term Solar PV Power Forecasting Method Considering Surrounding Spatio-Temporal Correlations

Meng Zhang, Zhao Zhen, Nian Liu, +4

IEEE Transactions on Industry Applications

EngineeringNetwork AnalysisGraph Signal ProcessingPhotovoltaic SystemPhotovoltaic Power Station +19

Driven by technology or sociality? Use intention of service robots in hospitality from the human–robot interaction perspective

Bo Song, Meng Zhang, Peipei Wu

International Journal of Hospitality Management

AutonomyService RoboticsEngineeringHuman Agent InteractionSocially Assistive Robot +13

Micro-Doppler Signature-Based Detection, Classification, and Localization of Small UAV With Long Short-Term Memory Neural Network

Yingxiang Sun, Samith Abeywickrama, Lahiru Jayasinghe, +3

IEEE Transactions on Geoscience and Remote Sensing

EngineeringMachine LearningUnmanned VehiclePattern RecognitionUnmanned System +16

Social Relation Recognition From Videos via Multi-Scale Spatial-Temporal Reasoning

Xinchen Liu, Wu Liu, Meng Zhang, +4

Temporal Segment NetworkVisual ContentsMachine LearningEngineeringVideo Retrieval +14

Image encryption and compression based on kronecker compressed sensing and elementary cellular automata scrambling

Tinghuan Chen, Meng Zhang, Jianhui Wu, +2

Optics & Laser Technology

Hardware SecurityElementary Cellular AutomataLossy CompressionEngineeringImage Coding +8