Nicolas Skatchkovsky

29 papers A* 1B 2C 1Misc 2Journal 23
YearRankTypeTitle / Venue / Authors
2025 J jnl
Neuromorphic Models for Energy-Efficient Onboard Interference Detection in Satellite Systems.
IEEE Trans. Aerosp. Electron. Syst.
Geoffrey Eappen, Saed Daoud, Nicolas Skatchkovsky, Flor Ortiz, Eva Lagunas, Wallace A. Martins, Symeon Chatzinotas
2024 J jnl
Performance Evaluation of Neuromorphic Hardware for Onboard Satellite Communication Applications.
IEEE Wirel. Commun.
Eva Lagunas, Flor G. Ortiz-Gomez, Geoffrey Eappen, Saed Daoud, Wallace A. Martins, Jorge Querol, Symeon Chatzinotas, Nicolas Skatchkovsky, Bipin Rajendran, Osvaldo Simeone
2024 B conf
Satellite Adaptive Onboard Beamforming Using Neuromorphic Processors.
PIMRC
Wallace A. Martins, Eva Lagunas, Nicolas Skatchkovsky, Flor Ortiz, Geoffrey Eappen, Osvaldo Simeone, Bipin Rajendran, Symeon Chatzinotas
2023 C conf
Bayesian Inference on Binary Spiking Networks Leveraging Nanoscale Device Stochasticity.
ISCAS
Prabodh Katti, Nicolas Skatchkovsky, Osvaldo Simeone, Bipin Rajendran, Bashir M. Al-Hashimi
2023 J jnl
Bayesian Inference on Binary Spiking Networks Leveraging Nanoscale Device Stochasticity.
CoRR
Prabodh Katti, Nicolas Skatchkovsky, Osvaldo Simeone, Bipin Rajendran, Bashir M. Al-Hashimi
2023 J jnl
Energy-Efficient On-Board Radio Resource Management for Satellite Communications via Neuromorphic Computing.
CoRR
Flor Ortiz, Nicolas Skatchkovsky, Eva Lagunas, Wallace A. Martins, Geoffrey Eappen, Saed Daoud, Osvaldo Simeone, Bipin Rajendran, Symeon Chatzinotas
2023 J jnl
Neuromorphic Integrated Sensing and Communications.
IEEE Wirel. Commun. Lett.
Jiechen Chen, Nicolas Skatchkovsky, Osvaldo Simeone
2023 J jnl
Neuromorphic Wireless Cognition: Event-Driven Semantic Communications for Remote Inference.
IEEE Trans. Cogn. Commun. Netw.
Jiechen Chen, Nicolas Skatchkovsky, Osvaldo Simeone
2022 J jnl
Bayesian Continual Learning via Spiking Neural Networks.
CoRR
Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone
2022 J jnl
Bayesian continual learning via spiking neural networks.
Frontiers Comput. Neurosci.
Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone
2022 J jnl
Neuromorphic Integrated Sensing and Communications.
CoRR
Jiechen Chen, Nicolas Skatchkovsky, Osvaldo Simeone
2022 J jnl
Neuromorphic Wireless Cognition: Event-Driven Semantic Communications for Remote Inference.
CoRR
Jiechen Chen, Nicolas Skatchkovsky, Osvaldo Simeone
2021 A* conf
Learning to Time-Decode in Spiking Neural Networks Through the Information Bottleneck.
NeurIPS
Nicolas Skatchkovsky, Osvaldo Simeone, Hyeryung Jang
2021 J jnl
Learning to Time-Decode in Spiking Neural Networks Through the Information Bottleneck.
CoRR
Nicolas Skatchkovsky, Osvaldo Simeone, Hyeryung Jang
2021 J jnl
Spiking Neural Networks - Part I: Detecting Spatial Patterns.
IEEE Commun. Lett.
Hyeryung Jang, Nicolas Skatchkovsky, Osvaldo Simeone
2021 J jnl
Spiking Neural Networks - Part II: Detecting Spatio-Temporal Patterns.
IEEE Commun. Lett.
Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone
2021 J jnl
Spiking Neural Networks - Part III: Neuromorphic Communications.
IEEE Commun. Lett.
Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone
2020 J jnl
BiSNN: Training Spiking Neural Networks with Binary Weights via Bayesian Learning.
CoRR
Hyeryung Jang, Nicolas Skatchkovsky, Osvaldo Simeone
2020 Misc conf
End-to-End Learning of Neuromorphic Wireless Systems for Low-Power Edge Artificial Intelligence.
ACSSC
Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone
2020 J jnl
End-to-End Learning of Neuromorphic Wireless Systems for Low-Power Edge Artificial Intelligence.
CoRR
Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone
2020 Misc conf
Federated Neuromorphic Learning of Spiking Neural Networks for Low-Power Edge Intelligence.
ICASSP
Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone
2020 J jnl
Spiking Neural Networks - Part I: Detecting Spatial Patterns.
CoRR
Hyeryung Jang, Nicolas Skatchkovsky, Osvaldo Simeone
2020 J jnl
Spiking Neural Networks - Part II: Detecting Spatio-Temporal Patterns.
CoRR
Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone
2020 J jnl
Spiking Neural Networks - Part III: Neuromorphic Communications.
CoRR
Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone
2020 B conf
VOWEL: A Local Online Learning Rule for Recurrent Networks of Probabilistic Spiking Winner- Take-All Circuits.
ICPR
Hyeryung Jang, Nicolas Skatchkovsky, Osvaldo Simeone
2020 J jnl
VOWEL: A Local Online Learning Rule for Recurrent Networks of Probabilistic Spiking Winner-Take-All Circuits.
CoRR
Hyeryung Jang, Nicolas Skatchkovsky, Osvaldo Simeone
2019 J jnl
Federated Neuromorphic Learning of Spiking Neural Networks for Low-Power Edge Intelligence.
CoRR
Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone
2019 J jnl
Optimizing Pipelined Computation and Communication for Latency-Constrained Edge Learning.
CoRR
Nicolas Skatchkovsky, Osvaldo Simeone
2019 J jnl
Optimizing Pipelined Computation and Communication for Latency-Constrained Edge Learning.
IEEE Commun. Lett.
Nicolas Skatchkovsky, Osvaldo Simeone