摘要：在本文中，我们专注于均值场变异贝叶斯神经网络（BNN），并通过研究哪些类型的概念不太可能被BNN编...
针对确定性的风电功率预测难以提供预测结果的波动区间和支撑风险决策的问题,以贝叶斯网络为基础,通过将先验分布置于LSTM网络层权重参数之上,构建了贝叶斯LSTM神经网络(BNN-LSTM).以时间卷积神经网络(TCNN)处理风电功率预测的历史时序数据,提取时序数据的关联特征.使用互信息熵方法分析了风电功率的气象数据集,剔除关联性小...
struct BNNSLayerParametersLSTM Overview Use a BNNSLayerParametersLSTM structure to define the parameters of a long short-term memory (LSTM) operation. Topics Initializers init(input_size: Int, hidden_size: Int, batch_size: Int, num_layers: Int, seq_len: Int, dropout: Float, lstm_flags: UInt...
Use a BNNSLayerParametersLSTM structure to define the parameters of a long short-term memory (LSTM) operation. Topics Instance Properties input_size The number of elements in the input. hidden_size The number of elements in the hidden state. batch_size The number of input and output samples....
BNNSLayerParametersLSTM with hiddenSize != inputSize Hi all, I've spent some time experimenting with the BNNS (Accelerate) LSTM-related APIs lately and despite a distinct lack of documentation (even though the headers have quite a few) a got most things to a point where IthinkI know what...
Contrastingly, the AAA-ODBN, CNN-LSTM, SGD, DRNN, CNN, LSTM-BNN, and LSTM-BRNN models have produced increased CT values of 11.32 s, 13.81 s, 15.90 s, 16.48 s, 16.94 s, 18.63 s, and 19.93 s, respectively. These outcomes revealed the supremacy of the CGO...
Hafezi, M. Khanali, S. S. Hosseini, M. Mehrpooya A comparative assessment of predicting daily solar radiation using bat neural network (BNN), generalized regression neural network (GRNN), and neuro-fuzzy (NF) system: A case study Energies, 11 (5) (2018), p. 1188...
( BayesianNeuralNetworkꎬBNN) 中ꎬ建立了适用于高 2022年 1. 2 LSTM 神经网络 LSTM神经网络是一种特殊的RNN神经网络ꎮ LSTM 与其他神经网络的区别在于 LSTM 中的隐藏层 由内部自循环单元组成 [7] ꎬ能够克服 RNN 在时间反向 传播( BackpropagationThroughTimeꎬ BPTT) 算法中容 易出现的梯度爆炸或消...
1.基于DWT-CNN-LSTM的超短期光伏发电功率预测2.基于EEMD-LSTM方法的光伏发电系统超短期功率预测3.基于LSTM光伏发电功率超短期预测模型研究4.基于ICEEMDAN-LSTM-BNN的短期光伏发电功率概率预测5.基于VMD-LSTM与误差补偿的光伏发电超短期功率预测 因版权原因,仅展示原文概要,查看原文内容请购买©...
struct BNNSLayerParametersLSTM Deprecated Use BNNSGraph* APIs Overview Use a BNNSLayerParametersLSTM structure to define the parameters of a long short-term memory (LSTM) operation. Topics Initializers init(input_size: Int, hidden_size: Int, batch_size: Int, num_layers: Int, seq_len: Int, dr...