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Nicolas Skatchkovsky
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- affiliation: King's College London, UK
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2020 – today
- 2023
- [j7]Jiechen Chen, Nicolas Skatchkovsky, Osvaldo Simeone:
Neuromorphic Wireless Cognition: Event-Driven Semantic Communications for Remote Inference. IEEE Trans. Cogn. Commun. Netw. 9(2): 252-265 (2023) - [j6]Jiechen Chen, Nicolas Skatchkovsky, Osvaldo Simeone:
Neuromorphic Integrated Sensing and Communications. IEEE Wirel. Commun. Lett. 12(3): 476-480 (2023) - [c5]Prabodh Katti, Nicolas Skatchkovsky, Osvaldo Simeone, Bipin Rajendran, Bashir M. Al-Hashimi:
Bayesian Inference on Binary Spiking Networks Leveraging Nanoscale Device Stochasticity. ISCAS 2023: 1-5 - [i14]Prabodh Katti, Nicolas Skatchkovsky, Osvaldo Simeone, Bipin Rajendran, Bashir M. Al-Hashimi:
Bayesian Inference on Binary Spiking Networks Leveraging Nanoscale Device Stochasticity. CoRR abs/2302.01302 (2023) - [i13]Flor Ortiz, Nicolas Skatchkovsky, Eva Lagunas, Wallace A. Martins, Geoffrey Eappen, Saed Daoud, Osvaldo Simeone, Bipin Rajendran, Symeon Chatzinotas:
Energy-Efficient On-Board Radio Resource Management for Satellite Communications via Neuromorphic Computing. CoRR abs/2308.11152 (2023) - 2022
- [j5]Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone:
Bayesian continual learning via spiking neural networks. Frontiers Comput. Neurosci. 16 (2022) - [i12]Jiechen Chen, Nicolas Skatchkovsky, Osvaldo Simeone:
Neuromorphic Wireless Cognition: Event-Driven Semantic Communications for Remote Inference. CoRR abs/2206.06047 (2022) - [i11]Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone:
Bayesian Continual Learning via Spiking Neural Networks. CoRR abs/2208.13723 (2022) - [i10]Jiechen Chen, Nicolas Skatchkovsky, Osvaldo Simeone:
Neuromorphic Integrated Sensing and Communications. CoRR abs/2209.11891 (2022) - 2021
- [j4]Hyeryung Jang, Nicolas Skatchkovsky, Osvaldo Simeone:
Spiking Neural Networks - Part I: Detecting Spatial Patterns. IEEE Commun. Lett. 25(6): 1736-1740 (2021) - [j3]Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone:
Spiking Neural Networks - Part II: Detecting Spatio-Temporal Patterns. IEEE Commun. Lett. 25(6): 1741-1745 (2021) - [j2]Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone:
Spiking Neural Networks - Part III: Neuromorphic Communications. IEEE Commun. Lett. 25(6): 1746-1750 (2021) - [c4]Nicolas Skatchkovsky, Osvaldo Simeone, Hyeryung Jang:
Learning to Time-Decode in Spiking Neural Networks Through the Information Bottleneck. NeurIPS 2021: 17049-17059 - [i9]Nicolas Skatchkovsky, Osvaldo Simeone, Hyeryung Jang:
Learning to Time-Decode in Spiking Neural Networks Through the Information Bottleneck. CoRR abs/2106.01177 (2021) - 2020
- [c3]Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone:
End-to-End Learning of Neuromorphic Wireless Systems for Low-Power Edge Artificial Intelligence. ACSSC 2020: 166-173 - [c2]Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone:
Federated Neuromorphic Learning of Spiking Neural Networks for Low-Power Edge Intelligence. ICASSP 2020: 8524-8528 - [c1]Hyeryung Jang, Nicolas Skatchkovsky, Osvaldo Simeone:
VOWEL: A Local Online Learning Rule for Recurrent Networks of Probabilistic Spiking Winner- Take-All Circuits. ICPR 2020: 4597-4604 - [i8]Hyeryung Jang, Nicolas Skatchkovsky, Osvaldo Simeone:
VOWEL: A Local Online Learning Rule for Recurrent Networks of Probabilistic Spiking Winner-Take-All Circuits. CoRR abs/2004.09416 (2020) - [i7]Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone:
End-to-End Learning of Neuromorphic Wireless Systems for Low-Power Edge Artificial Intelligence. CoRR abs/2009.01527 (2020) - [i6]Hyeryung Jang, Nicolas Skatchkovsky, Osvaldo Simeone:
Spiking Neural Networks - Part I: Detecting Spatial Patterns. CoRR abs/2010.14208 (2020) - [i5]Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone:
Spiking Neural Networks - Part II: Detecting Spatio-Temporal Patterns. CoRR abs/2010.14217 (2020) - [i4]Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone:
Spiking Neural Networks - Part III: Neuromorphic Communications. CoRR abs/2010.14220 (2020) - [i3]Hyeryung Jang, Nicolas Skatchkovsky, Osvaldo Simeone:
BiSNN: Training Spiking Neural Networks with Binary Weights via Bayesian Learning. CoRR abs/2012.08300 (2020)
2010 – 2019
- 2019
- [j1]Nicolas Skatchkovsky, Osvaldo Simeone:
Optimizing Pipelined Computation and Communication for Latency-Constrained Edge Learning. IEEE Commun. Lett. 23(9): 1542-1546 (2019) - [i2]Nicolas Skatchkovsky, Osvaldo Simeone:
Optimizing Pipelined Computation and Communication for Latency-Constrained Edge Learning. CoRR abs/1906.04488 (2019) - [i1]Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone:
Federated Neuromorphic Learning of Spiking Neural Networks for Low-Power Edge Intelligence. CoRR abs/1910.09594 (2019)
Coauthor Index
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