3 papers
cs.LG2025
Quantum Neural Network Restatement of Markov Jump Process
Z. Zarezadeh, N. Zarezadeh
Despite the many challenges in exploratory data analysis, artificial neural networks have motivated strong interests in scientists and researchers both in theoretical as well as pr…
cs.LG2025
Neural Network Approach to Stochastic Dynamics for Smooth Multimodal Density Estimation
Z. Zarezadeh, N. Zarezadeh
In this paper we consider a new probability sampling methods based on Langevin diffusion dynamics to resolve the problem of existing Monte Carlo algorithms when draw samples from h…
cs.LG2025
Neural Networks: According to the Principles of Grassmann Algebra
Z. Zarezadeh, N. Zarezadeh
In this paper, we explore the algebra of quantum idempotents and the quantization of fermions which gives rise to a Hilbert space equal to the Grassmann algebra associated with the…