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Recurrent Neural Networks

593 papers

Papers per year

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Papers

Fine-grained Temporal Relation Extraction with Ordered-Neuron LSTM and Graph Convolutional Networks EMNLP 2021
LACOPE: Latency-Constrained Pitch Estimation for Speech Enhancement INTERSPEECH 2021
STLnet: Signal Temporal Logic Enforced Multivariate Recurrent Neural Networks NIPS 2020
Learning efficient task-dependent representations with synaptic plasticity NIPS 2020
Reservoir Computing meets Recurrent Kernels and Structured Transforms NIPS 2020
Linear Dynamical Systems as a Core Computational Primitive NIPS 2020
Unfolding recurrence by Green’s functions for optimized reservoir computing NIPS 2020
Regularizing Towards Permutation Invariance In Recurrent Models NIPS 2020
DATA-GRU: Dual-Attention Time-Aware Gated Recurrent Unit for Irregular Multivariate Time Series AAAI 2020
Deep Reservoir Computing Meets 5G MIMO-OFDM Systems in Symbol Detection AAAI 2020
Deep Spiking Delayed Feedback Reservoirs and Its Application in Spectrum Sensing of MIMO-OFDM Dynamic Spectrum Sharing AAAI 2020
Modeling Electrical Motor Dynamics Using Encoder-Decoder with Recurrent Skip Connection AAAI 2020
Tensorized LSTM with Adaptive Shared Memory for Learning Trends in Multivariate Time Series AAAI 2020
MIMAMO Net: Integrating Micro- and Macro-Motion for Video Emotion Recognition AAAI 2020
Path Ranking with Attention to Type Hierarchies AAAI 2020
A Skip-Connected Evolving Recurrent Neural Network for Data Stream Classification under Label Latency Scenario AAAI 2020
System Identification with Time-Aware Neural Sequence Models AAAI 2020
Fast and Deep Graph Neural Networks AAAI 2020
Eigenvalue Normalized Recurrent Neural Networks for Short Term Memory AAAI 2020
Structured Sparsification of Gated Recurrent Neural Networks AAAI 2020
Temporal Pyramid Recurrent Neural Network AAAI 2020
Particle Filter Recurrent Neural Networks AAAI 2020
Multi-Zone Unit for Recurrent Neural Networks AAAI 2020
Weighted Automata Extraction from Recurrent Neural Networks via Regression on State Spaces AAAI 2020
Bivariate Beta-LSTM AAAI 2020