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Nicolas Skatchkovsky
Nicolas Skatchkovsky
Post-doctoral researcher, Francis Crick Institute
Verified email at crick.ac.uk
Title
Cited by
Cited by
Year
Federated neuromorphic learning of spiking neural networks for low-power edge intelligence
N Skatchkovsky, H Jang, O Simeone
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
282020
Identifying neural substrates of competitive interactions and sequence transitions during mechanosensory responses in Drosophila
JB Masson, F Laurent, A Cardona, C Barré, N Skatchkovsky, M Zlatic, ...
PLoS genetics 16 (2), e1008589, 2020
272020
Spiking neural networks—Part II: Detecting spatio-temporal patterns
N Skatchkovsky, H Jang, O Simeone
IEEE Communications Letters 25 (6), 1741-1745, 2021
222021
Neuromorphic wireless cognition: Event-driven semantic communications for remote inference
J Chen, N Skatchkovsky, O Simeone
IEEE Transactions on Cognitive Communications and Networking 9 (2), 252-265, 2023
162023
VOWEL: A local online learning rule for recurrent networks of probabilistic spiking winner-take-all circuits
H Jang, N Skatchkovsky, O Simeone
2020 25th International Conference on Pattern Recognition (ICPR), 4597-4604, 2021
162021
Optimizing pipelined computation and communication for latency-constrained edge learning
N Skatchkovsky, O Simeone
IEEE Communications Letters 23 (9), 1542-1546, 2019
162019
End-to-end learning of neuromorphic wireless systems for low-power edge artificial intelligence
N Skatchkovsky, H Jang, O Simeone
2020 54th Asilomar Conference on Signals, Systems, and Computers, 166-173, 2020
152020
Neuromorphic integrated sensing and communications
J Chen, N Skatchkovsky, O Simeone
IEEE Wireless Communications Letters 12 (3), 476-480, 2022
142022
Learning to time-decode in spiking neural networks through the information bottleneck
N Skatchkovsky, O Simeone, H Jang
arXiv preprint arXiv:2106.01177, 2021
142021
BiSNN: training spiking neural networks with binary weights via bayesian learning
H Jang, N Skatchkovsky, O Simeone
2021 IEEE Data Science and Learning Workshop (DSLW), 1-6, 2021
112021
Spiking neural networks—Part III: Neuromorphic communications
N Skatchkovsky, H Jang, O Simeone
IEEE Communications Letters 25 (6), 1746-1750, 2021
102021
Spiking neural networks—Part I: Detecting spatial patterns
H Jang, N Skatchkovsky, O Simeone
IEEE Communications Letters 25 (6), 1736-1740, 2021
92021
Bayesian continual learning via spiking neural networks
N Skatchkovsky, H Jang, O Simeone
Frontiers in Computational Neuroscience 16, 1037976, 2022
82022
Towards the application of neuromorphic computing to satellite communications
F Ortiz, E Lagunas, W Martins, T Dinh, N Skatchkovsky, O Simeone, ...
39th International Communications Satellite Systems Conference (ICSSC 2022 …, 2022
52022
Bayesian inference on binary spiking networks leveraging nanoscale device stochasticity
P Katti, N Skatchkovsky, O Simeone, B Rajendran, BM Al-Hashimi
2023 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2023
22023
Energy-Efficient On-Board Radio Resource Management for Satellite Communications via Neuromorphic Computing
F Ortiz, N Skatchkovsky, E Lagunas, WA Martins, G Eappen, S Daoud, ...
IEEE Transactions on Machine Learning in Communications and Networking, 2024
12024
Performance Evaluation of Neuromorphic Hardware for Onboard Satellite Communication Applications
E Lagunas, F Ortiz, G Eappen, S Daoud, WA Martins, J Querol, ...
arXiv preprint arXiv:2401.06911, 2024
2024
Communication-Efficient and Neuromorphic Edge Intelligence
N Skatchkovsky
King's College London, 2022
2022
Towards the Application of Neuromorphic Computing to Satellite Communications
FG Ortiz Gomez, E Lagunas, W Alves Martins, T Dinh, N Skatchkovsky, ...
Towards the Application of Neuromorphic Computing to Satellite Communications, 2022
2022
A Wideband Generalization of the Near-Field Region for Extremely Large Phased-Arrays....... Nitish Deshpande, Miguel R. Castellanos, Saeed R. Khosravirad, Jinfeng Du, Harish …
X Lu, Y Jiang, Y Wei, X Tu, F Qu, Y Jiang, W Lin, W Zhao, C Wang, J Chen, ...
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Articles 1–20