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View article: Road Type Classification of Driving Data Using Neural Networks
Road Type Classification of Driving Data Using Neural Networks Open
Road classification, knowing whether we are driving in the city, in rural areas, or on the highway, can improve the performance of modern driver assistance systems and contribute to understanding driving habits. This study focuses on solvi…
View article: Demonstrating a new evaluation method on ReLU based Neural Networks for classification problems
Demonstrating a new evaluation method on ReLU based Neural Networks for classification problems Open
Deep neural networks, which have proven to be effective methods to solve complex problems, can even be applied in decision systems controlling critical processes. However, in such applications the outcomes of the neural network must be che…
View article: A numerical verification method for multi-class feed-forward neural networks
A numerical verification method for multi-class feed-forward neural networks Open
The use of neural networks in embedded systems is becoming increasingly common, but these systems often operate in safety-critical environments, where a failure or incorrect output can have serious consequences. Therefore, it is essential …