4 papers
Transfer of Manure as Fertilizer from Livestock Farms to Crop Fields: The Case of Catalonia
Andreas Kamilaris, Andries Engelbrecht, Andreas Pitsillides +1
Intensive livestock production might have a negative environmental impact, by producing large amounts of animal manure, which, if not properly managed, can contaminate nearby water…
Transfer of Manure from Livestock Farms to Crop Fields as Fertilizer using an Ant Inspired Approach
Andreas Kamilaris, Andries Engelbrecht, Andreas Pitsillides +1
Intensive livestock production might have a negative environmental impact, by producing large amounts of animal excrements, which, if not properly managed, can contaminate nearby w…
Loss Surface Modality of Feed-Forward Neural Network Architectures
Anna Sergeevna Bosman, Andries Engelbrecht, Mardé Helbig
It has been argued in the past that high-dimensional neural networks do not exhibit local minima capable of trapping an optimisation algorithm. However, the relationship between lo…
Visualising Basins of Attraction for the Cross-Entropy and the Squared Error Neural Network Loss Functions
Anna Sergeevna Bosman, Andries Engelbrecht, Mardé Helbig
Quantification of the stationary points and the associated basins of attraction of neural network loss surfaces is an important step towards a better understanding of neural networ…