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This study presents SynaptoGen, a differentiable extension of connectome models that links gene expression, protein-protein interaction probabilities, synaptic multiplicity, and synaptic weights, and ...

The FIND function allows you to find a text string within another. It returns the position at which a character or string begins within another text string. The output of the above function will be 5, ...

Department of Physics and Engineering Physics, Tulane University, New Orleans, Louisiana 70118, United States ...

ABSTRACT: In this paper, we consider a more general bi-level optimization problem, where the inner objective function is consisted of three convex functions, involving a smooth and two non-smooth ...

objective / gradient / hessian are only used in few places now, I think they can be removed entirely and the fallback for evaluate! can be defined accordingly.

Abstract: Gradient variance errors in gradient-based search methods are largely mitigated using momentum, however the bias gradient errors may fail the numerical search methods in reaching the true ...

Abstract: A simple method to compute the gradient matrix of scalar-valued composite function of matrices is presented. Two examples are provided to show the efficiency of the approach.

Ivy robot provides functions and classes for gradient-based motion planning and trajectory optimization. Classes are provided both for mobile robots and robot manipulators. Check out the docs for more ...