Publications related to Activation function

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Activation function

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On the number of regions of piecewise linear neural networks

Benign Overfitting in Deep Neural Networks under Lazy Training

A Theory of Finite-Width Neural Networks: Generalization, Scaling Laws, and the Loss Landscape

Automatic Parameterization for Aerodynamic Shape Optimization via Deep Geometric Learning

From Kernel Methods to Neural Networks: A Unifying Variational Formulation

Leveraging Spiking Deep Neural Networks to Understand the Neural Mechanisms Underlying Selective Attention

Sharp asymptotics on the compression of two-layer neural networks

Generalization Properties of NAS under Activation and Skip Connection Search

Exploring quantum perceptron and quantum neural network structures with a teacher-student scheme

Low-Power Artificial Neural Network Perceptron Based on Monolayer MoS2