Advancing On-Device Neural Network Training with TinyPropv2: Dynamic, Sparse, and Efficient Backpropagation
CoRR（2024）
关键词
Neural Network,Neural Network Training,Deep Network,Deep Neural Network,Computational Resources,Internet Of Things,Training Methods,Computational Effort,Dynamic Adjustment,Human Activity Recognition,Microcontroller Unit,Machine Learning,Deep Learning,Learning Algorithms,Speech Recognition,Stochastic Gradient Descent,Gradient Approximation,Image Recognition,Training Protocol,Forward Propagation,Internet Of Things Applications,Backward Propagation,Backpropagation Algorithm,Computational Environment,Gradient Loss,Action Recognition,Progressive Training,Localization Error,Complex Learning Tasks
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