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2309.13414
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State-space Models with Layer-wise Nonlinearity are Universal Approximators with Exponential Decaying Memory
23 September 2023
Shida Wang
Beichen Xue
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Papers citing
"State-space Models with Layer-wise Nonlinearity are Universal Approximators with Exponential Decaying Memory"
21 / 21 papers shown
Title
Block-Biased Mamba for Long-Range Sequence Processing
Annan Yu
N. Benjamin Erichson
Mamba
47
0
0
13 May 2025
Revisiting Reset Mechanisms in Spiking Neural Networks for Sequential Modeling: Specialized Discretization for Binary Activated RNN
Enqi Zhang
MQ
217
0
0
24 Apr 2025
Tuning Frequency Bias of State Space Models
Annan Yu
Dongwei Lyu
S. H. Lim
Michael W. Mahoney
N. Benjamin Erichson
47
3
0
02 Oct 2024
Analog In-Memory Computing Attention Mechanism for Fast and Energy-Efficient Large Language Models
Nathan Leroux
Paul-Philipp Manea
Chirag Sudarshan
Jan Finkbeiner
Sebastian Siegel
J. Strachan
Emre Neftci
31
1
0
28 Sep 2024
Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning
Xiaojie Li
Yibo Yang
Jianlong Wu
Guohao Li
Liqiang Nie
Min Zhang
Mamba
41
5
0
08 Jul 2024
Exploring Adversarial Robustness of Deep State Space Models
Biqing Qi
Yang Luo
Junqi Gao
Pengfei Li
Kai Tian
Zhiyuan Ma
Bowen Zhou
AAML
55
1
0
08 Jun 2024
Learning Long Range Dependencies on Graphs via Random Walks
Dexiong Chen
Till Hendrik Schulz
Karsten Borgwardt
36
2
0
05 Jun 2024
LongSSM: On the Length Extension of State-space Models in Language Modelling
Shida Wang
43
0
0
04 Jun 2024
Universal In-Context Approximation By Prompting Fully Recurrent Models
Aleksandar Petrov
Tom A. Lamb
Alasdair Paren
Philip Torr
Adel Bibi
LRM
32
0
0
03 Jun 2024
Understanding the differences in Foundation Models: Attention, State Space Models, and Recurrent Neural Networks
Jerome Sieber
Carmen Amo Alonso
A. Didier
Melanie Zeilinger
Antonio Orvieto
AAML
50
8
0
24 May 2024
A finite-sample generalization bound for stable LPV systems
Daniel Racz
Martin Gonzalez
Mihaly Petreczky
András A. Benczúr
Balint Daroczy
34
0
0
16 May 2024
State Space Model for New-Generation Network Alternative to Transformers: A Survey
Tianlin Li
Shiao Wang
Yuhe Ding
Yuehang Li
Wentao Wu
...
Bowei Jiang
Chenglong Li
Yaowei Wang
Yonghong Tian
Jin Tang
Mamba
33
49
0
15 Apr 2024
ZigMa: A DiT-style Zigzag Mamba Diffusion Model
Vincent Tao Hu
S. A. Baumann
Ming Gui
Olga Grebenkova
Pingchuan Ma
Johannes S. Fischer
Bjorn Ommer
47
42
0
20 Mar 2024
On the low-shot transferability of [V]-Mamba
Diganta Misra
Jay Gala
Antonio Orvieto
Mamba
50
1
0
15 Mar 2024
Theoretical Foundations of Deep Selective State-Space Models
Nicola Muca Cirone
Antonio Orvieto
Benjamin Walker
C. Salvi
Terry Lyons
Mamba
61
25
0
29 Feb 2024
Graph Mamba: Towards Learning on Graphs with State Space Models
Ali Behrouz
Farnoosh Hashemi
AI4CE
112
61
0
13 Feb 2024
StableSSM: Alleviating the Curse of Memory in State-space Models through Stable Reparameterization
Shida Wang
Qianxiao Li
22
13
0
24 Nov 2023
Inverse Approximation Theory for Nonlinear Recurrent Neural Networks
Shida Wang
Zhong Li
Qianxiao Li
24
7
0
30 May 2023
Resurrecting Recurrent Neural Networks for Long Sequences
Antonio Orvieto
Samuel L. Smith
Albert Gu
Anushan Fernando
Çağlar Gülçehre
Razvan Pascanu
Soham De
88
271
0
11 Mar 2023
Gated Recurrent Neural Networks with Weighted Time-Delay Feedback
N. Benjamin Erichson
S. H. Lim
Michael W. Mahoney
26
6
0
01 Dec 2022
How to Train Your HiPPO: State Space Models with Generalized Orthogonal Basis Projections
Albert Gu
Isys Johnson
Aman Timalsina
Atri Rudra
Christopher Ré
Mamba
97
90
0
24 Jun 2022
1