355 citations · 1.6k across the 54 of their papers we have counts for
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q-bio.NC2023★ 1 cited
System identification of neural systems: If we got it right, would we know?
Yena Han, Tomaso Poggio, Brian Cheung
Artificial neural networks are being proposed as models of parts of the brain. The networks are compared to recordings of biological neurons, and good performance in reproducing ne…
cs.LG2023★ 2 cited
Norm-based Generalization Bounds for Compositionally Sparse Neural Networks
Tomer Galanti, Mengjia Xu, Liane Galanti +1
In this paper, we investigate the Rademacher complexity of deep sparse neural networks, where each neuron receives a small number of inputs. We prove generalization bounds for mult…