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Iulia-Alexandra Lungu
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Year
Conversion of continuous-valued deep networks to efficient event-driven networks for image classification
B Rueckauer, IA Lungu, Y Hu, M Pfeiffer, SC Liu
Frontiers in neuroscience 11, 682, 2017
8052017
NullHop: A flexible convolutional neural network accelerator based on sparse representations of feature maps
A Aimar, H Mostafa, E Calabrese, A Rios-Navarro, R Tapiador-Morales, ...
IEEE transactions on neural networks and learning systems 30 (3), 644-656, 2018
2702018
Theory and tools for the conversion of analog to spiking convolutional neural networks
B Rueckauer, IA Lungu, Y Hu, M Pfeiffer
arXiv preprint arXiv:1612.04052, 2016
1242016
Live demonstration: Convolutional neural network driven by dynamic vision sensor playing RoShamBo
IA Lungu, F Corradi, T Delbrück
2017 IEEE International Symposium on Circuits and Systems (ISCAS), 1-1, 2017
632017
Incremental learning of hand symbols using event-based cameras
IA Lungu, SC Liu, T Delbruck
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 9 (4 …, 2019
132019
Predicting voluntary movements from motor cortical activity with neuromorphic hardware
IA Lungu, A Riehle, MP Nawrot, M Schmuker
IBM Journal of Research and Development 61 (2/3), 5: 1-5: 12, 2017
132017
Siamese networks for few-shot learning on edge embedded devices
IA Lungu, A Aimar, Y Hu, T Delbruck, SC Liu
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 10 (4 …, 2020
122020
Fast event-driven incremental learning of hand symbols
IA Lungu, SC Liu, T Delbruck
2019 IEEE International Conference on Artificial Intelligence Circuits and …, 2019
72019
Multi-resolution siamese networks for one-shot learning
IA Lungu, Y Hu, SC Liu
2020 2nd IEEE International Conference on Artificial Intelligence Circuits …, 2020
42020
Neural responses to abstract and linguistic stimuli with variable recognition latency
MA Wenzel, C Moreira, IA Lungu, M Bogojeski, B Blankertz
Symbiotic Interaction: 4th International Workshop, Symbiotic 2015, Berlin …, 2015
42015
Method of converting neural network and recognition apparatus using the same
B Ruckauer, I Lungu, HU Yuhuang, M Pfeiffer
US Patent 10,977,550, 2021
2021
Learning of a Decision-Maker’s Preference Zone With an Evolutionary Approach........................ M. Aggarwal 670 Fine-Grained Image Classification Using Modified DCNNs …
R Tapiador-Morales, IA Lungu, MB Milde, F Corradi, A Linares-Barranco, ...
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Articles 1–12