Следене
Giorgia Dellaferrera
Giorgia Dellaferrera
PhD student IBM Research Zurich - Institute of Neuroinformatics (ETH and UZH)
Потвърден имейл адрес: uzh.ch
Заглавие
Позовавания
Позовавания
Година
Error-driven input modulation: Solving the credit assignment problem without a backward pass
G Dellaferrera, G Kreiman
International Conference on Machine Learning, 4937-4955, 2022
432022
Spiking neural networks trained with backpropagation for low power neuromorphic implementation of voice activity detection
F Martinelli, G Dellaferrera, P Mainar, M Cernak
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
322020
Introducing principles of synaptic integration in the optimization of deep neural networks
G Dellaferrera, S Woźniak, G Indiveri, A Pantazi, E Eleftheriou
Nature Communications 13 (1), 1885, 2022
192022
Forward learning with top-down feedback: Empirical and analytical characterization
RF Srinivasan, F Mignacco, M Sorbaro, M Refinetti, A Cooper, G Kreiman, ...
arXiv preprint arXiv:2302.05440, 2023
122023
A bin encoding training of a spiking neural network based voice activity detection
G Dellaferrera, F Martinelli, M Cernak
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
112020
Covariance analysis and error measurement characterization of Tokamak equilibrium reconstruction
G Dellaferrera
42018
Fooling the primate brain with minimal, targeted image manipulation
L Yuan, W Xiao, G Dellaferrera, G Kreiman, FEH Tay, J Feng, ...
arXiv preprint arXiv:2011.05623, 2020
32020
Efficient biologically plausible adversarial training
MT Farinha, T Ortner, G Dellaferrera, B Grewe, A Pantazi
arXiv preprint arXiv:2309.17348, 2023
22023
Human or Machine? Turing Tests for Vision and Language
M Zhang, G Dellaferrera, A Sikarwar, M Armendariz, N Mudrik, P Agrawal, ...
arXiv preprint arXiv:2211.13087, 2022
12022
Weight-based local modulation of weight update in neural networks
G Dellaferrera, SA Wozniak, A Pantazi, ES Eleftheriou
US Patent 12,020,162, 2024
2024
Efficient Biologically Plausible Adversarial Training
M Tristany Farinha, T Ortner, G Dellaferrera, B Grewe, A Pantazi
arXiv e-prints, arXiv: 2309.17348, 2023
2023
Modeling the Repetition-Based Recovering of Acoustic and Visual Sources With Dendritic Neurons
G Dellaferrera, T Asabuki, T Fukai
Frontiers in Neuroscience 16, 855753, 2022
2022
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