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long-term dependencies

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long-term dependency (3) recurrent neural network (2) dilated recurrent connection (1) parallel spiking neuron (1) simulation speed (1) dilated recurrent skip connection (1) frequency-informed reservoir network (1) spectral-aware (1) weighting method (1) test evaluation (1)

Papers

Spectral-Aware Reservoir Computing for Fast and Accurate Time Series Classification ICML 2025 Exploiting Long-Term Dependencies for Generating Dynamic Scene Graphs WACV 2023 Parallel Spiking Neurons with High Efficiency and Ability to Learn Long-term Dependencies NeurIPS 2023 When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment NeurIPS 2023 The Gap on Gap: Tackling the Problem of Differing Data Distributions in Bias-Measuring Datasets AAAI 2021 Learning Longer-term Dependencies in RNNs with Auxiliary Losses ICML 2018 Dilated Recurrent Neural Networks NeurIPS 2017