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Neural network with optimal neuron activation functions based on
  additive Gaussian process regression

Neural network with optimal neuron activation functions based on additive Gaussian process regression

13 January 2023
Sergei Manzhos
Manabu Ihara
ArXivPDFHTML

Papers citing "Neural network with optimal neuron activation functions based on additive Gaussian process regression"

3 / 3 papers shown
Title
Degeneration of kernel regression with Matern kernels into low-order
  polynomial regression in high dimension
Degeneration of kernel regression with Matern kernels into low-order polynomial regression in high dimension
Sergei Manzhos
Manabu Ihara
14
8
0
17 Nov 2023
Orders-of-coupling representation with a single neural network with
  optimal neuron activation functions and without nonlinear parameter
  optimization
Orders-of-coupling representation with a single neural network with optimal neuron activation functions and without nonlinear parameter optimization
Sergei Manzhos
Manabu Ihara
20
8
0
11 Feb 2023
SpookyNet: Learning Force Fields with Electronic Degrees of Freedom and
  Nonlocal Effects
SpookyNet: Learning Force Fields with Electronic Degrees of Freedom and Nonlocal Effects
Oliver T. Unke
Stefan Chmiela
M. Gastegger
Kristof T. Schütt
H. E. Sauceda
K. Müller
177
247
0
01 May 2021
1