14 citations · 33 across the 7 of their papers we have counts for
7 papers
ConvShareViT: Enhancing Vision Transformers with Convolutional Attention Mechanisms for Free-Space Optical Accelerators
Riad Ibadulla, Thomas M. Chen, Constantino Carlos Reyes-Aldasoro
This paper introduces ConvShareViT, a novel deep learning architecture that adapts Vision Transformers (ViTs) to the 4f free-space optical system. ConvShareViT replaces linear laye…
FatNet: High Resolution Kernels for Classification Using Fully Convolutional Optical Neural Networks
Riad Ibadulla, Thomas M. Chen, Constantino Carlos Reyes-Aldasoro
This paper describes the transformation of a traditional in-silico classification network into an optical fully convolutional neural network with high-resolution feature maps and k…
Contrastive Counterfactual Visual Explanations With Overdetermination
Adam White, Kwun Ho Ngan, James Phelan +4
A novel explainable AI method called CLEAR Image is introduced in this paper. CLEAR Image is based on the view that a satisfactory explanation should be contrastive, counterfactual…
The relationship between Fully Connected Layers and number of classes for the analysis of retinal images
Ajna Ram, Constantino Carlos Reyes-Aldasoro
This paper experiments with the number of fully-connected layers in a deep convolutional neural network as applied to the classification of fundus retinal images. The images analys…
Detection of Pitt-Hopkins Syndrome based on morphological facial features
Elena D'Amato, Constantino Carlos Reyes-Aldasoro, Maria Felicia Faienza +1
This work describes an automatic methodology to discriminate between individuals with the genetic disorder Pitt-Hopkins syndrome (PTHS), and healthy individuals. As input data, the…
Generating Magnetic Resonance Spectroscopy Imaging Data of Brain Tumours from Linear, Non-Linear and Deep Learning Models
Nathan J Olliverre, Guang Yang, Gregory Slabaugh +2
Magnetic Resonance Spectroscopy (MRS) provides valuable information to help with the identification and understanding of brain tumors, yet MRS is not a widely available medical ima…
Whole cell tracking through the optimal control of geometric evolution laws
Konstantinos N. Blazakis, Anotida Madzvamuse, Constantino-Carlos Reyes-Aldasoro +2
Cell tracking algorithms which automate and systematise the analysis of time lapse image data sets of cells are an indispensable tool in the modelling and understanding of cellular…