Takip et
Nicolas Skatchkovsky
Nicolas Skatchkovsky
Post-doctoral researcher, Francis Crick Institute
crick.ac.uk üzerinde doğrulanmış e-posta adresine sahip
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
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
432023
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
432020
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
352020
Neuromorphic integrated sensing and communications
J Chen, N Skatchkovsky, O Simeone
IEEE Wireless Communications Letters 12 (3), 476-480, 2022
302022
Spiking neural networks—Part II: Detecting spatio-temporal patterns
N Skatchkovsky, H Jang, O Simeone
IEEE Communications Letters 25 (6), 1741-1745, 2021
272021
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
272020
Bayesian continual learning via spiking neural networks
N Skatchkovsky, H Jang, O Simeone
Frontiers in Computational Neuroscience 16, 1037976, 2022
212022
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
202021
Learning to time-decode in spiking neural networks through the information bottleneck
N Skatchkovsky, O Simeone, H Jang
arXiv preprint arXiv:2106.01177, 2021
202021
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
172021
Optimizing pipelined computation and communication for latency-constrained edge learning
N Skatchkovsky, O Simeone
IEEE Communications Letters 23 (9), 1542-1546, 2019
172019
Spiking neural networks—Part III: Neuromorphic communications
N Skatchkovsky, H Jang, O Simeone
IEEE Communications Letters 25 (6), 1746-1750, 2021
162021
Spiking neural networks—Part I: Detecting spatial patterns
H Jang, N Skatchkovsky, O Simeone
IEEE communications Letters 25 (6), 1736-1740, 2021
132021
Towards the application of neuromorphic computing to satellite communications
F Ortiz, E Lagunas, W Martins, T Dinh, N Skatchkovsky, O Simeone, ...
IET Conference Proceedings CP828 2022 (29), 91-97, 2022
102022
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 2 …, 2024
92024
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
82023
Performance evaluation of neuromorphic hardware for onboard satellite communication applications
E Lagunas, FG Ortiz, G Eappen, S Daoud, WA Martins, J Querol, ...
IEEE Wireless Communications 31 (6), 78-84, 2024
72024
Satellite Adaptive Onboard Beamforming Using Neuromorphic Processors
W Alves-Martins, E Lagunas, N Skatchkovsky, FG ORTIZ GOMEZ, ...
IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, 2024
12024
Satellite Adaptive Onboard Beamforming Using Neuromorphic Processors
WA Martins, E Lagunas, N Skatchkovsky, F Ortiz, G Eappen, O Simeone, ...
2024 IEEE 35th International Symposium on Personal, Indoor and Mobile Radio …, 2024
2024
A Biologically Inspired Attention Model for Neural Signal Analysis
N Skatchkovsky, N Glazman, S Sadeh, F Iacaruso
bioRxiv, 2024.08. 13.607787, 2024
2024
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