Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber

Neural Computation

Visualizing Data using t-SNE

Laurens van der Maaten, Geoffrey E. Hinton

Journal of Machine Learning Research

EngineeringData VisualizationData ExplorationVisualization (Data Visualization)Linear Embedding +14

LSTM: A Search Space Odyssey

Klaus Greff, Rupesh K. Srivastava, Jan Koutník, +2

IEEE Transactions on Neural Networks and Learning Systems

Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting

Convolutional Neural NetworkEngineeringMachine LearningTraffic FlowNetwork Analysis +15

Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting

Shengnan Guo, Youfang Lin, Ning Feng, +2

Proceedings of the AAAI Conference on Artificial Intelligence

Graph ConvolutionsMachine LearningEngineeringTraffic FlowNetwork Analysis +15

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

Michaël Defferrard, Xavier Bresson, Pierre Vandergheynst

arXiv (Cornell University)

Geometric LearningGraph SparsityGraph Neural NetworkGraph Representation LearningGraph Theory +12

EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks

Tengfei Song, Wenming Zheng, Peng Song, +1

IEEE Transactions on Affective Computing

EngineeringMachine LearningEeg Emotion RecognitionNeural NetworkAffective Neuroscience +14

Filter bank canonical correlation analysis for implementing a high-speed SSVEP-based brain–computer interface

Xiaogang Chen, Yijun Wang, Shangkai Gao, +2

Journal of Neural Engineering

Multi-modal Factorized Bilinear Pooling with Co-attention Learning for Visual Question Answering

Yu Zhou, Jun Yu, Jianping Fan, +1

Natural Language ProcessingVisual ContentMultimodal LlmEngineeringMachine Learning +12

Frequency Recognition Based on Canonical Correlation Analysis for SSVEP-Based BCIs

Zhonglin Lin, Changshui Zhang, Wei Wu, +1

IEEE Transactions on Biomedical Engineering