Stable attractors for neural networks classification via ordinary differential equations (SA-nODE)

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Learning in Wilson-Cowan model for metapopulation

R Marino, L Buffoni, L Chicchi, F Di Patti… - arxiv preprint arxiv …, 2024 - arxiv.org
The Wilson-Cowan model for metapopulation, a Neural Mass Network Model, treats different
subcortical regions of the brain as connected nodes, with connections representing various …
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Deterministic versus stochastic dynamical classifiers: opposing random adversarial attacks with noise

L Chicchi, D Fanelli, D Febbe, L Buffoni… - arxiv preprint arxiv …, 2024 - arxiv.org
The Continuous-Variable Firing Rate (CVFR) model, widely used in neuroscience to
describe the intertangled dynamics of excitatory biological neurons, is here trained and …
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