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ORCIDIulia-Alexandra Lungu
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2020 – today
- 2020
[j4]Iulia-Alexandra Lungu
, Alessandro Aimar, Yuhuang Hu, Tobi Delbrück, Shih-Chii Liu:
Siamese Networks for Few-Shot Learning on Edge Embedded Devices. IEEE J. Emerg. Sel. Topics Circuits Syst. 10(4): 488-497 (2020)- [c4]Iulia-Alexandra Lungu, Yuhuang Hu, Shih-Chii Liu:
Multi-Resolution Siamese Networks for One-Shot Learning. AICAS 2020: 183-187
2010 – 2019
- 2019
- [j3]Iulia-Alexandra Lungu, Shih-Chii Liu, Tobi Delbrück:
Incremental Learning of Hand Symbols Using Event-Based Cameras. IEEE J. Emerg. Sel. Topics Circuits Syst. 9(4): 690-696 (2019) - [j2]Alessandro Aimar, Hesham Mostafa, Enrico Calabrese, Antonio Rios-Navarro, Ricardo Tapiador-Morales, Iulia-Alexandra Lungu, Moritz B. Milde, Federico Corradi, Alejandro Linares-Barranco, Shih-Chii Liu, Tobi Delbrück:
NullHop: A Flexible Convolutional Neural Network Accelerator Based on Sparse Representations of Feature Maps. IEEE Trans. Neural Networks Learn. Syst. 30(3): 644-656 (2019) - [c3]Iulia-Alexandra Lungu, Shih-Chii Liu, Tobi Delbrück:
Fast event-driven incremental learning of hand symbols. AICAS 2019: 25-28 - 2017
- [j1]Iulia-Alexandra Lungu, Alexa Riehle, Martin P. Nawrot, Michael Schmuker:
Predicting voluntary movements from motor cortical activity with neuromorphic hardware. IBM J. Res. Dev. 61(2/3): 5:1-5:12 (2017) - [c2]Iulia-Alexandra Lungu, Federico Corradi, Tobi Delbrück:
Live demonstration: Convolutional neural network driven by dynamic vision sensor playing RoShamBo. ISCAS 2017: 1 - [i2]Alessandro Aimar, Hesham Mostafa, Enrico Calabrese, Antonio Rios-Navarro, Ricardo Tapiador-Morales, Iulia-Alexandra Lungu, Moritz B. Milde, Federico Corradi, Alejandro Linares-Barranco, Shih-Chii Liu, Tobi Delbrück:
NullHop: A Flexible Convolutional Neural Network Accelerator Based on Sparse Representations of Feature Maps. CoRR abs/1706.01406 (2017) - 2016
- [i1]Bodo Rueckauer, Iulia-Alexandra Lungu, Yuhuang Hu, Michael Pfeiffer:
Theory and Tools for the Conversion of Analog to Spiking Convolutional Neural Networks. CoRR abs/1612.04052 (2016) - 2015
- [c1]Markus A. Wenzel, Carlos Moreira, Iulia-Alexandra Lungu, Mihail Bogojeski, Benjamin Blankertz:
Neural Responses to Abstract and Linguistic Stimuli with Variable Recognition Latency. Symbiotic 2015: 172-178
Coauthor Index
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