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Giorgia Dellaferrera

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Efficient Biologically Plausible Adversarial Training

Oct 05, 2023
Matilde Tristany Farinha, Thomas Ortner, Giorgia Dellaferrera, Benjamin Grewe, Angeliki Pantazi

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Forward Learning with Top-Down Feedback: Empirical and Analytical Characterization

Feb 10, 2023
Ravi Francesco Srinivasan, Francesca Mignacco, Martino Sorbaro, Maria Refinetti, Avi Cooper, Gabriel Kreiman, Giorgia Dellaferrera

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Human or Machine? Turing Tests for Vision and Language

Nov 23, 2022
Mengmi Zhang, Giorgia Dellaferrera, Ankur Sikarwar, Marcelo Armendariz, Noga Mudrik, Prachi Agrawal, Spandan Madan, Andrei Barbu, Haochen Yang, Tanishq Kumar, Meghna Sadwani, Stella Dellaferrera, Michele Pizzochero, Hanspeter Pfister, Gabriel Kreiman

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Error-driven Input Modulation: Solving the Credit Assignment Problem without a Backward Pass

Jan 27, 2022
Giorgia Dellaferrera, Gabriel Kreiman

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Modeling the Repetition-based Recovering of Acoustic and Visual Sources with Dendritic Neurons

Jan 16, 2022
Giorgia Dellaferrera, Toshitake Asabuki, Tomoki Fukai

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Learning in Deep Neural Networks Using a Biologically Inspired Optimizer

Apr 23, 2021
Giorgia Dellaferrera, Stanislaw Wozniak, Giacomo Indiveri, Angeliki Pantazi, Evangelos Eleftheriou

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Spiking neural networks trained with backpropagation for low power neuromorphic implementation of voice activity detection

Oct 22, 2019
Flavio Martinelli, Giorgia Dellaferrera, Pablo Mainar, Milos Cernak

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