3 papers
q-bio.NC2024
Stimulus-to-Stimulus Learning in RNNs with Cortical Inductive Biases
Pantelis Vafidis, Antonio Rangel
Animals learn to predict external contingencies from experience through a process of conditioning. A natural mechanism for conditioning is stimulus substitution, whereby the neuron…
cs.LG2024
Disentangling Representations through Multi-task Learning
Pantelis Vafidis, Aman Bhargava, Antonio Rangel
Intelligent perception and interaction with the world hinges on internal representations that capture its underlying structure (''disentangled'' or ''abstract'' representations). D…
q-bio.QM2018
Evaluation of algorithms for correction of transcranial magnetic stimulation induced artifacts in electroencephalograms
Panteleimon Vafeidis, Vasilios K. Kimiskidis, Dimitris Kugiumtzis
Transcranial magnetic stimulation combined with electroencephalography (TMS-EEG) is widely used to study the reactivity and connectivity of brain regions for clinical or research p…