recurrent neural network

Separations in the Representational Capabilities of Transformers and Recurrent Architectures NeurIPS 2024 Simple Cycle Reservoirs are Universal JMLR 2024 Stabilizing Backpropagation Through Time to Learn Complex Physics ICLR 2024 State Space Models for Event Cameras CVPR 2024 Structured flexibility in recurrent neural networks via neuromodulation NeurIPS 2024 Structuring Clinical Notes of Italian ST-elevation Myocardial Infarction Patients COLING 2024 Sufficient conditions for offline reactivation in recurrent neural networks ICLR 2024 Synthesizing Programmatic Policy for Generalization within Task Domain IJCAI 2024 Towards Scalable and Stable Parallelization of Nonlinear RNNs NeurIPS 2024 Tracking Tiny Insects in Cluttered Natural Environments Using Refinable Recurrent Neural Networks WACV 2024 Traveling Waves Encode The Recent Past and Enhance Sequence Learning ICLR 2024 Unconditional stability of a recurrent neural circuit implementing divisive normalization NeurIPS 2024 Understanding the Differences in Foundation Models: Attention, State Space Models, and Recurrent Neural Networks NeurIPS 2024 Universal In-Context Approximation By Prompting Fully Recurrent Models NeurIPS 2024 Wavelet-Driven Spatiotemporal Predictive Learning: Bridging Frequency and Time Variations AAAI 2024 What Languages are Easy to Language-Model? A Perspective from Learning Probabilistic Regular Languages ACL 2024 Adaptive recurrent vision performs zero-shot computation scaling to unseen difficulty levels NeurIPS 2023 Adaptive Whitening in Neural Populations with Gain-modulating Interneurons ICML 2023 A Language Model with Limited Memory Capacity Captures Interference in Human Sentence Processing EMNLP 2023 Alzheimer Disease Classification through ASR-based Transcriptions: Exploring the Impact of Punctuation and Pauses Interspeech 2023 A New Modeling Framework for Continuous, Sequential Domains AISTATS 2023 A Simple RNN Model for Lightweight, Low-compute and Low-latency Multichannel Speech Enhancement in the Time Domain Interspeech 2023 ATHENA: Mathematical Reasoning with Thought Expansion EMNLP 2023 A Unified Pyramid Recurrent Network for Video Frame Interpolation CVPR 2023 Balancing memorization and generalization in RNNs for high performance brain-machine Interfaces NeurIPS 2023