Synaptic plasticity theory of memory savingsThe Python/Matlab code to simulate our cortical learning rule with pre and postsynaptic components can be downloaded here. In this particular simulation we demonstrate its memory savings behaviour as described in Costa et al. 2015. And, here you can get the longterm synaptic plasticity data used to fit the model.

P(STPdata): Probabilistic inference of shortterm synaptic plasticityYou can download here the Matlab code to infer shortterm synaptic plasticity parameters given data using a Bayesian framework (and MCMC: Slice Sampling) as described in Costa et al. 2013.

Epilab: Epilepsy prediction toolbox
In the past I collaborated with EPILEPSIAE, a european research project about epilepsy seizure prediction. I coauthored Epilab, a Matlab toolbox for epilepsy prediction (Teixeira et al. 2011 and Direito et al. 2011) and implemented several machine learning techniques (Teixeira et al. 2011 and Costa et al. 2008). (Nominated for 2012 Brain Computer Interface research award)

jMapper: Natural language metaphor generator
In this project I developed an algorithm that finds analogies/metaphors between two given ontologies. You can find a simple interface for this algorithm here jMapper. The results are described in Hervás et al. 2007.


yArbor: Axon guidance simulator
This 3d axon guidance simulator was developed as part of my Master Thesis at University of Coimbra (arXiv:1508.01537 2009 [qbio.NC], video).
