Connectionists: NEURAL COMPUTATION - February 1, 2025

[Terry Sejnowski]

NEURAL COMPUTATION - Volume 37, Number 2 - February 1, 2025

Now available for online download:

http://www.mitpressjournals.org/toc/neco/37/2
http://cognet.mit.edu/content/neural-computation

Articles

On the Compressive Power of Autoencoders With Linear and ReLU Activation Functions
Tatsuya Akutsu, Liangjie Sun, Chenyao Wu, and Wai-Ki Ching 

Generalization Analysis of Transformers in Distribution Regression
Peilin Liu, Ding-Xuan Zhou 

A Fast Algorithm for the Real-Valued Combinatorial Pure Exploration of Multi-Armed Bandit
Shintaro Nakamura, M. Sugiyama 

Learning in Associative Networks Through Pavlovian Dynamics
Daniele Lotito, Miriam Aquaro, and Chiara Marullo 

Generalization Guarantees of Gradient Descent for Shallow Neural Networks
Yiming Ying, Puyu Wang, Yunwen Lei, Di Wang, and Ding-Xuan Zhou 

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