Dylan Perdigão
dylanperdigao
PhD Candidate @ University of Coimbra
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Top Repositories
Source code of the paper entitled "Improving Fraud Detection with 1D-Convolutional Spiking Neural Networks through Bayesian Optimization", and presented at EPIA 2024, the 23rd International Conference on Artificial Intelligence.
Source code of the paper entitled "Exploring Neural Joint Activity in Spiking Neural Networks for Fraud Detection", and presented at CIARP 2024, the 27th Iberamerican Congress on Pattern Recognition.
Classification of minority class examples in Python with Heterogeneous Value Difference Metric (HVDM)
A distributed platform for eVoting at the University of Coimbra (UC,2021)
Source code of the paper entitled "CalibraSNN: Fair and Calibrated Convolutional Spiking Neural Network for High-Stakes Industry Applications" published at "IEEE Access" journal.
A responsive Mondaine-style Swiss Railway Clock.
Repositories
41Source code of the paper entitled "Exploring Neural Joint Activity in Spiking Neural Networks for Fraud Detection", and presented at CIARP 2024, the 27th Iberamerican Congress on Pattern Recognition.
Source code of the paper entitled "CalibraSNN: Fair and Calibrated Convolutional Spiking Neural Network for High-Stakes Industry Applications" published at "IEEE Access" journal.
A responsive Mondaine-style Swiss Railway Clock.
Mini-Game project at Lycée Denis-De-Rougemont (2016)
No description provided.
Source code of the paper entitled "Spiking Alternatives for the Leaky Integrate-and-Fire Neuron: Applications in Cybersecurity and Financial Threats", and presented at IbPRIA 2025, the 12th Iberian Conference on Pattern Recognition and Image Analysis.
Source code of the paper entitled "Improving Fraud Detection with 1D-Convolutional Spiking Neural Networks through Bayesian Optimization", and presented at EPIA 2024, the 23rd International Conference on Artificial Intelligence.
Event datasets and transforms.
No description provided.
No description provided.
My personal website
Deep and online learning with spiking neural networks in Python
The open source repository for Electricity Maps App and data parsers that enables a real-time visualisation of the CO2 emissions of electricity consumption
A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromorphic hardware.
Classification of minority class examples in Python with Heterogeneous Value Difference Metric (HVDM)
:alarm_clock: AI conference deadline countdowns
No description provided.
Little game based on an adventure of a "Caloiro" at the University of Coimbra. The aim is buying the famous "Academicus Vestibus" earning coins with mini-games. (UC, 2020)
Some random problems were solved with algorithmic strategies to improve execution time complexity.
No description provided.
Implementation of a Travel Manager System, based on people preferences for Principles of Procedural Programming's project. (UC, 2019)
A distributed platform for eVoting at the University of Coimbra (UC,2021)
No description provided.
Bike Game with Physics Engine. (EPFL, 2018)
No description provided.
Speed comparison between Shell Sort (which uses Insertion Sort) and Radix Sort (which uses Counting Sort)
Graphical Computation of a shader in OpenGL. This is a comparison with two models of illumination: Phong and Gouraud. (UC, 2021)
Image Recognition project. The final aim was implementing a "Where's Wally?" (EPFL, 2018)
Graphical Computation of a door in OpenGL with different types of lighting and animations. (UC, 2020)
Data analysis in the domains of time and frequency, using signals collected from mobile phone accelerometers in order to classify/identify the activity performed, corresponding to 12 different movements (UC, 2020)