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q-bio.NC2024★ 2 cited
Task learning through stimulation-induced plasticity in neural networks
Francesco Borra, Simona Cocco, Rémi Monasson
Synaptic plasticity dynamically shapes the connectivity of neural systems and is key to learning processes in the brain. To what extent the mechanisms of plasticity can be exploite…
cond-mat.dis-nn2024
Restoring balance: principled under/oversampling of data for optimal classification
Emanuele Loffredo, Mauro Pastore, Simona Cocco +1
Class imbalance in real-world data poses a common bottleneck for machine learning tasks, since achieving good generalization on under-represented examples is often challenging. Mit…