Mar 8, 2023 · Abstract:The postulates of quantum mechanics impose only unitary transformations on quantum states, which is a severe limitation for quantum ...

Jun 26, 2023 · This work proposes two alternative approaches for quantum activation functions: Variational QSpline (VQsplines) and Generalized Quantum Splines ...

This work proposes two alternative approaches for quantum activation functions: Variational QSpline (VQsplines) and Generalized Quantum Splines (GQSplines). The ...

This work proposes two alternative approaches for quantum activation functions: Variational QSpline (VQsplines) and Generalized Quantum Splines (GQSplines). The ...

One of the major issues for building a complete quantum neural network is the implementation of non-linear activation functions in a quantum computer.

Jul 3, 2023 · This work proposes two novel methods for approximating non-linear quantum activation functions using variational quantum algorithms. Firstly, we ...

Quantum Splines (QSplines) have recently been proposed to approximate quantum activation functions to introduce non-linearity in quantum algorithms. However, ...

Abstract. One of the major issues for building a complete quantum neural network is the implementation of non-linear activation functions in a quantum computer.

One of the major issues for building a complete quantum neural network is the implementation of non-linear activation functions in a quantum computer.

Dec 4, 2023 · Abstract. The postulates of quantum mechanics impose only unitary transformations onquantum states, which is a severe limitation for quantum ...