Impact of a generalised SVG-based large-scale super-resolution algorithm on the design of light-weight medical image segmentation DNNs
M Esfandiarkhani, AH Foruzan - Computer Methods in …, 2024 - Taylor & Francis
Setting up a complex CNN requires a powerful platform, several hours of run-time, and a lot
of data for training. Here, we propose a generalised lightweight solution that exploits super …
of data for training. Here, we propose a generalised lightweight solution that exploits super …
Backpropagation and F-adjoint
A Boughammoura - arXiv preprint arXiv:2304.13820, 2023 - arxiv.org
This paper presents a concise mathematical framework for investigating both feed-forward
and backward process, during the training to learn model weights, of an artificial neural …
and backward process, during the training to learn model weights, of an artificial neural …
A two-step rule for backpropagation
A Boughammoura - International Journal of Informatics and Applied …, 2023 - dergipark.org.tr
We present a simplified computational rule for the back-propagation formulas for artificial
neural networks. In this work, we provide a generic two-step rule for the back-propagation …
neural networks. In this work, we provide a generic two-step rule for the back-propagation …