Search Results for author: Ruxandra Barbulescu

Found 3 papers, 1 papers with code

Matching the Neuronal Representations of V1 is Necessary to Improve Robustness in CNNs with V1-like Front-ends

1 code implementation16 Oct 2023 Ruxandra Barbulescu, Tiago Marques, Arlindo L. Oliveira

Here, we further explore this result and show that the neuronal representations that emerge from precisely matching the distribution of RF properties found in primate V1 is key for this improvement in robustness.

Object Recognition

Modelling Neuronal Behaviour with Time Series Regression: Recurrent Neural Networks on C. Elegans Data

no code implementations1 Jul 2021 Gonçalo Mestre, Ruxandra Barbulescu, Arlindo L. Oliveira, L. Miguel Silveira

In this paper we show how the nervous system of C. Elegans can be modelled and simulated with data-driven models using different neural network architectures.

Benchmarking regression +2

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