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A novel approach is presented for continuous function approximation using a two-stage neural network model involving Support Vector Machines (SVM) and an unsupervised Neural Network to be applied to real functions of many variables. It involves a regularized Kohonen feature map (SOFM) in the first...
In this primer, we give a review of the inverse problem for EEG source localization. This is intended for the researchers new in the field to get insight in the state-of-the-art techniques used to find approximate solutions of the brain sources giving ri
Compared to deterministic optimization, stochastic optimization could provide more realistic results but the problem solving time can be much longer since more scenarios are considered [31]. Robust optimization Robust optimization (RO) also deals with optimization problems involving uncertainty within their ...
The fundamental concern of the diffraction-based hologram computation can be neatly described as solving a hologram from a given intensity distribution of the object62, as is shown in Fig.2a, which is an inverse problem with constraints imposed by physical basis and hardware implementation. This in...
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Simple example: Check by doing the inverse problem. Given the task 10 − 7 = ___, the answer plus 7 had better equal 10. Intermediate example: If you use trig functions to find the sides of a triangle, the answer had better uphold the Pythagorean theorem and other trig identities. Si...
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