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05/29/2023
Explainability in Simplicial Map Neural Networks
Simplicial map neural networks (SMNNs) are topology-based neural network...
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01/11/2022
Dynamic Price of Parking Service based on Deep Learning
The improvement of air-quality in urban areas is one of the main concern...
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12/19/2019
Towards a Philological Metric through a Topological Data Analysis Approach
The canon of the baroque Spanish literature has been thoroughly studied ...
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07/26/2019
Two-hidden-layer Feedforward Neural Networks are Universal Approximators: A Constructive Approach
It is well known that Artificial Neural Networks are universal approxima...
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03/20/2019
Representative Datasets: The Perceptron Case
One of the main drawbacks of the practical use of neural networks is the...
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10/18/2018
