Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks

Wei Fang, Zhaofei Yu, Yanqi Chen, +3

2021 IEEE/CVF International Conference on Computer Vision (ICCV)

EngineeringMachine LearningSocial SciencesNeurodynamicsSparse Neural Network +14

SpikingJelly: An open-source machine learning infrastructure platform for spike-based intelligence

Wei Fang, Yanqi Chen, Jianhao Ding, +7

Science Advances

EngineeringMachine LearningNeural Networks (Machine Learning)Computer ArchitectureSpikingjelly Framework +20

Deep Residual Learning in Spiking Neural Networks

Wei Fang, Zhaofei Yu, Yanqi Chen, +3

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringMachine LearningSocial SciencesData Science +19

Optimal ANN-SNN Conversion for Fast and Accurate Inference in Deep Spiking Neural Networks

Jianhao Ding, Zhaofei Yu, Yonghong Tian, +1

EngineeringMachine LearningNeural Networks (Machine Learning)Source AnnSocial Sciences +18

A Probabilistic Approach for Cooperative Computation Offloading in MEC-Assisted Vehicular Networks

Penglin Dai, Kai‐Wen Hu, Xiao Wu, +3

IEEE Transactions on Intelligent Transportation Systems

Cluster ComputingVehicle CommunicationInternet Of VehicleEngineeringEdge Device +18

Asynchronous Deep Reinforcement Learning for Data-Driven Task Offloading in MEC-Empowered Vehicular Networks

Penglin Dai, Kai‐Wen Hu, Xiao Wu, +2

Data-driven Task OffloadingInternet Of VehicleEngineeringEdge DeviceSystems Engineering +15

A Distributed Algorithm for Task Offloading in Vehicular Networks With Hybrid Fog/Cloud Computing

Zong-Kai Liu, Penglin Dai, Huanlai Xing, +2

IEEE Transactions on Systems Man and Cybernetics Systems

Vehicle CommunicationInternet Of VehicleEngineeringFog ComputingVehicle Network +15

Optimal ANN-SNN Conversion for High-accuracy and Ultra-low-latency Spiking Neural Networks

Tong Bu, Wei Fang, Jianhao Ding, +3

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringMachine LearningNeurochipSocial Sciences +18

Design and Implementation of a Noncontact Sleep Monitoring System Using Infrared Cameras and Motion Sensor

Fei Deng, Jianwu Dong, Xiangyu Wang, +5

IEEE Transactions on Instrumentation and Measurement

Optimized Potential Initialization for Low-Latency Spiking Neural Networks

Tong Bu, Jianhao Ding, Zhaofei Yu, +1

Proceedings of the AAAI Conference on Artificial Intelligence

Membrane PotentialsEngineeringMachine LearningPotential InitializationComputational Neuroscience +13