Frameworks & Code

Explore the open-source tools I have developed and the complementary source code for my research papers.

Open-Source Frameworks

Libraries and tools packaged for use by the community.

CalibraSNN

2025

Source code of the paper entitled 'CalibraSNN: Fair and Calibrated Convolutional Spiking Neural Network for High-Stakes Industry Applications' published at 'IEEE Access' journal.

python
snntorch
pytorch
optuna
View on GitHub

Paper Implementations

Repositories containing the experiments, pipelines and scripts used in my publications.

LIF Neuron Alternatives

2025

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.

python
snntorch
pytorch
optuna
View on GitHub

Neural Joint Activity in Spiking Neural Networks

2024

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.

python
snntorch
pytorch
optuna
View on GitHub

Bayesian Optimization of 1D-Convolutional Spiking Neural Networks

2024

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.

python
snntorch
pytorch
optuna
View on GitHub

GPT-3 over QALD9

2023

Source code of the paper entitled 'Question Answering over Linked Data with GPT-3', and presented at SLATE 2023, the 12th Symposium on Languages, Applications and Technologies.