Pim van der Meulen's scientific contributions

Publication (1)

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Artificial lateral lines (ALL) are used to detect the movement and locations of sources underwater, and are based on the lateral line organ found in fish and amphibians. Experiments have been performed to evaluate if the localization performance of neural networks, trained on simulated ALL sensor data, can be improved through adjustments of the int...


... This type of network was also used in [14] to localize both moving and stationary vibrating sources in a 2D plane. Recently [24], the ELM architecture was compared with a recurrent network architecture (LSTM) for objects moving in a straight line in a 2D plane. To the authors' knowledge, the present work is the first effective demonstration of a CNN architecture for localizing a source with an ALL. ...