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Giorgia Dellaferrera
Giorgia Dellaferrera
PhD student IBM Research Zurich - Institute of Neuroinformatics (ETH and UZH)
Verified email at uzh.ch
Title
Cited by
Cited by
Year
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
272020
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
262022
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
172022
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
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
72023
Covariance analysis and error measurement characterization of tokamak equilibrium reconstruction
G Dellaferrera
32018
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
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
12020
Efficient Biologically Plausible Adversarial Training
M Tristany Farinha, T Ortner, G Dellaferrera, B Grewe, A Pantazi
arXiv e-prints, arXiv: 2309.17348, 2023
2023
Weight-based local modulation of weight update in neural networks
G Dellaferrera, SA Wozniak, A Pantazi, ES Eleftheriou
US Patent App. 17/106,356, 2022
2022
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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Articles 1–12