Superposition-Based Order Analysis
نویسندگان
چکیده
Topology preservation, the central feature of SOM, proves to be difficult to define and quantify. We propose new criteria and measurements for order preservation, based on the superposition of neuron cells in the input space. As an application, we establish a taxonomy of topological errors and disorder states and use it for error detection in 2-dimensional SOM during the first learning epochs.
منابع مشابه
Dynamic Analysis of Linear Structural Systems with Nonlinear Vibrating Isolators Using Mode Superposition Method
متن کامل
Dynamic Analysis of Linear Structural Systems with Nonlinear Vibrating Isolators Using Mode Superposition Method
متن کامل
Superposition as a Decision Procedure for Timed Automata
The success of superposition-based theorem proving in first-order logic relies in particular on the fact that the superposition calculus is able to decide well-known classical decidable fragments of first-order logic and has been successful in identifying new decidable classes. In this paper, we extend this story to the hierarchic combination of linear arithmetic and first-order superposition. ...
متن کاملHalf Beam Block Technique in Breast Cancer and It’s Dosimetric Analysis using different Algorithms
Introduction: Single isocentre half-beam block (HBB) technique permits the avoidance of hot and cold spots. This technique is very useful in sparing the underlying ipsilateral lung and heart, if the left breast is treated. The major advantage of this technique is that it facilitates the complete sparing of both contralateral breast and lung. Regarding this, the present study aimed to analyse th...
متن کاملUniform Derivation of Decision Procedures by Superposition
We show how a well-known superposition-based inference system for first-order equational logic can be used almost directly as a decision procedure for various theories including lists, arrays, extensional arrays and combinations of them. We also give a superposition-based decision procedure for homomorphism.
متن کامل