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Globally Gated Deep Linear Networks
v1v2 (latest)

Globally Gated Deep Linear Networks

Neural Information Processing Systems (NeurIPS), 2022
31 October 2022
Qianyi Li
H. Sompolinsky
    AI4CE
ArXiv (abs)PDFHTML

Papers citing "Globally Gated Deep Linear Networks"

5 / 5 papers shown
Memorization and Knowledge Injection in Gated LLMs
Memorization and Knowledge Injection in Gated LLMs
Xu Pan
Ely Hahami
Zechen Zhang
H. Sompolinsky
KELMCLLRALM
317
3
0
30 Apr 2025
Make Haste Slowly: A Theory of Emergent Structured Mixed Selectivity in Feature Learning ReLU Networks
Make Haste Slowly: A Theory of Emergent Structured Mixed Selectivity in Feature Learning ReLU NetworksInternational Conference on Learning Representations (ICLR), 2025
Devon Jarvis
Richard Klein
Benjamin Rosman
Andrew M. Saxe
MLT
357
3
0
08 Mar 2025
Dissecting the Interplay of Attention Paths in a Statistical Mechanics
  Theory of Transformers
Dissecting the Interplay of Attention Paths in a Statistical Mechanics Theory of Transformers
Lorenzo Tiberi
Francesca Mignacco
Kazuki Irie
H. Sompolinsky
389
9
0
24 May 2024
Connecting NTK and NNGP: A Unified Theoretical Framework for Wide Neural Network Learning Dynamics
Connecting NTK and NNGP: A Unified Theoretical Framework for Wide Neural Network Learning Dynamics
Yehonatan Avidan
Qianyi Li
H. Sompolinsky
347
8
0
08 Sep 2023
Local Kernel Renormalization as a mechanism for feature learning in
  overparametrized Convolutional Neural Networks
Local Kernel Renormalization as a mechanism for feature learning in overparametrized Convolutional Neural NetworksNature Communications (Nat. Commun.), 2023
R. Aiudi
R. Pacelli
A. Vezzani
R. Burioni
P. Rotondo
MLT
215
24
0
21 Jul 2023
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