Abstract: This paper introduces an opto-electronic and opto-electronic-opto circuit capable of generating a Sigmoid shaped non-linear activation function (NLAF) for photonic neural networks. The main ...

Add a new variable type that can be passed into a function by reference using the {&var} modifier. It would only apply to variables, not to expressions or literals, which would not be allowed to be ...

A simulation study is designed to explore the accuracy of attribute parameter estimation in the crossed random effects linear logistic test model (CRELLTM) with the impact of Q-matrix misspecification ...

Amid efforts to address energy consumption in modern computing systems, one promising approach takes advantage of random networks of non-linear nanoscale junctions formed by nanoparticles as ...

I am trying to vectorize a procedure, where I need to do the element-wise power of a large vector before getting its Hessian. If I manually compute the element-wise power of the vector in order to ...

ABSTRACT: This paper presents a new dimension reduction strategy for medium and large-scale linear programming problems. The proposed method uses a subset of the original constraints and combines two ...

Quantum annealing (QA) can be competitive to classical algorithms in optimizing continuous-variable functions when running on appropriate hardware, show researchers from Tokyo Tech. By comparing the ...