activity
20082025
most citedOn the approximation by single hidden layer feedforward neural networks with fixed weights

120 citations · 504 across the 13 of their papers we have counts for

collaborators

13 papers

math.SP2025

On the McLaughlin-Rundell theorem

Namig J. Guliyev

We give a one-sentence proof of McLaughlin and Rundell's inverse uniqueness theorem.

cs.NE2021★ 76 cited

Approximation capability of two hidden layer feedforward neural networks with fixed weights

Namig J. Guliyev, Vugar E. Ismailov

We algorithmically construct a two hidden layer feedforward neural network (TLFN) model with the weights fixed as the unit coordinate vectors of the -dimensional Euclidean space…

math-ph2019★ 20 cited

Inverse square singularities and eigenparameter dependent boundary conditions are two sides of the same coin

Namig J. Guliyev

We show that inverse square singularities can be treated as boundary conditions containing rational Herglotz--Nevanlinna functions of the eigenvalue parameter with "a negative numb…

math-ph2019★ 3 cited

Spectral identities for Schrödinger operators

Namig J. Guliyev

We obtain a system of identities relating boundary coefficients and spectral data for the one-dimensional Schrödinger equation with boundary conditions containing rational Herglotz…

math.FA2019★ 12 cited

A Riesz basis criterion for Schrödinger operators with boundary conditions dependent on the eigenvalue parameter

Namig J. Guliyev

We establish a criterion for a set of eigenfunctions of the one-dimensional Schrödinger operator with distributional potentials and boundary conditions containing the eigenvalue pa…

math.FA2018★ 1 cited

On extensions of symmetric operators

Namig J. Guliyev

We give an explicit description of all minimal self-adjoint extensions of a densely defined, closed symmetric operator in a Hilbert space with deficiency indices .