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Practical Computational Power of Linear Transformers and Their Recurrent
  and Self-Referential Extensions

Practical Computational Power of Linear Transformers and Their Recurrent and Self-Referential Extensions

24 October 2023
Kazuki Irie
Róbert Csordás
Jürgen Schmidhuber
ArXivPDFHTML

Papers citing "Practical Computational Power of Linear Transformers and Their Recurrent and Self-Referential Extensions"

6 / 6 papers shown
Title
It's All Connected: A Journey Through Test-Time Memorization, Attentional Bias, Retention, and Online Optimization
It's All Connected: A Journey Through Test-Time Memorization, Attentional Bias, Retention, and Online Optimization
Ali Behrouz
Meisam Razaviyayn
Peilin Zhong
Vahab Mirrokni
38
0
0
17 Apr 2025
Unlocking State-Tracking in Linear RNNs Through Negative Eigenvalues
Unlocking State-Tracking in Linear RNNs Through Negative Eigenvalues
Riccardo Grazzi
Julien N. Siems
Jörg K.H. Franke
Arber Zela
Frank Hutter
Massimiliano Pontil
92
11
0
19 Nov 2024
Autoregressive Large Language Models are Computationally Universal
Autoregressive Large Language Models are Computationally Universal
Dale Schuurmans
Hanjun Dai
Francesco Zanini
33
2
0
04 Oct 2024
Rethinking Transformers in Solving POMDPs
Rethinking Transformers in Solving POMDPs
Chenhao Lu
Ruizhe Shi
Yuyao Liu
Kaizhe Hu
Simon S. Du
Huazhe Xu
AI4CE
27
3
0
27 May 2024
Exploring the Promise and Limits of Real-Time Recurrent Learning
Exploring the Promise and Limits of Real-Time Recurrent Learning
Kazuki Irie
Anand Gopalakrishnan
Jürgen Schmidhuber
19
15
0
30 May 2023
Neural Networks and the Chomsky Hierarchy
Neural Networks and the Chomsky Hierarchy
Grégoire Delétang
Anian Ruoss
Jordi Grau-Moya
Tim Genewein
L. Wenliang
...
Chris Cundy
Marcus Hutter
Shane Legg
Joel Veness
Pedro A. Ortega
UQCV
101
130
0
05 Jul 2022
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