Exploring the Promise and Limits of Real-Time Recurrent Learning

30 May 2023

Papers citing "Exploring the Promise and Limits of Real-Time Recurrent Learning"

13 / 13 papers shown

Title
Convergence Analysis of Real-time Recurrent Learning (RTRL) for a class of Recurrent Neural Networks Samuel Chun-Hei Lam Justin A. Sirignano K. Spiliopoulos 43 0 0 14 Jan 2025
Contemporary implementations of spiking bio-inspired neural networks Andrey E. Schegolev Marina V. Bastrakova Michael A. Sergeev Anastasia A. Maksimovskaya Nikolay V. Klenov Igor I. Soloviev 26 1 0 23 Dec 2024
Recurrent Joint Embedding Predictive Architecture with Recurrent Forward Propagation Learning O. M. Velarde Lucas Parra 69 0 0 10 Nov 2024
Streaming Deep Reinforcement Learning Finally Works Mohamed Elsayed G. Vasan A. R. Mahmood OffRL 24 4 0 18 Oct 2024
A Unified Framework for Neural Computation and Learning Over Time S. Melacci Alessandro Betti Michele Casoni Tommaso Guidi Matteo Tiezzi Marco Gori AI4TS 13 0 0 18 Sep 2024
Real-Time Recurrent Learning using Trace Units in Reinforcement Learning Esraa Elelimy Adam White Michael H. Bowling Martha White OffRL 31 2 0 02 Sep 2024
On the Resurgence of Recurrent Models for Long Sequences -- Survey and Research Opportunities in the Transformer Era Matteo Tiezzi Michele Casoni Alessandro Betti Tommaso Guidi Marco Gori S. Melacci 8 6 0 12 Feb 2024
Nature-Inspired Local Propagation Alessandro Betti Marco Gori AI4CE 13 0 0 04 Feb 2024
Real-Time Recurrent Reinforcement Learning Julian Lemmel Radu Grosu 16 1 0 08 Nov 2023
Estimating Post-Synaptic Effects for Online Training of Feed-Forward SNNs Thomas M. Summe Clemens J. S. Schaefer Siddharth Joshi 21 1 0 07 Nov 2023
Practical Computational Power of Linear Transformers and Their Recurrent and Self-Referential Extensions Kazuki Irie Róbert Csordás Jürgen Schmidhuber 15 3 0 24 Oct 2023
Online learning of long-range dependencies Nicolas Zucchet Robert Meier Simon Schug Asier Mujika João Sacramento CLL 28 18 0 25 May 2023
Resurrecting Recurrent Neural Networks for Long Sequences Antonio Orvieto Samuel L. Smith Albert Gu Anushan Fernando Çağlar Gülçehre Razvan Pascanu Soham De 83 258 0 11 Mar 2023