#rnn

The latest AI and developer news about #rnn, with the original source and a short summary.

NeurIPS 2026 Spotlight: Parallel-in-Time RNN Training Achieves >100x Speedup for Chaotic Dynamical Systems

Combining DEER with generalized teacher forcing enables stable, parallel training on time series exceeding 1 million steps, significantly outperforming Mamba.

·2026.10.01 22:00

ParaRNN Released, Accelerating Nonlinear RNN Training by 200x

The open-source library ParaRNN, which supports parallel training of nonlinear RNNs, has been released, achieving up to a 200x speedup.

·1·2026.09.07 19:00

[ICML 2021] Part 3: Spatio-temporal Time-series Forecasting

This introduces graph-based Spatio-temporal Time-series Forecasting research presented at ICML 2021.

·1·2026.07.16 09:00

ParaRNN: Large-Scale Nonlinear RNNs That Can Be Trained in Parallel

Apple's ParaRNN parallelizes training of nonlinear RNNs for LLMs, achieving a 665× speedup.

·2026.04.23 09:00

Apple's Machine Learning Research at ICLR 2026

Apple unveiled research on RNNs, SSMs, multimodal, 3D, and protein folding at ICLR 2026.

·2026.04.22 09:00

RWKV: A Combination of Transformer and RNN

RWKV, a new architecture that combines the efficiency of Transformer with the advantages of RNN, has been released.

·1·2023.05.15 09:00