Nicolas Skatchkovsky

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 26

Top Topics

Spiking Neural Networks

Bayesian Learning

Online Learning

Biologically Plausible

Top Venues

IEEE Commun. Lett.

Frontiers Comput. Neurosci.

Publications

Jiechen Chen, Nicolas Skatchkovsky, Osvaldo Simeone
Neuromorphic Wireless Cognition: Event-Driven Semantic Communications for Remote Inference. IEEE Trans. Cogn. Commun. Netw. 9 (2) (2023)
Prabodh Katti, Nicolas Skatchkovsky, Osvaldo Simeone, Bipin Rajendran, Bashir M. Al-Hashimi
Bayesian Inference on Binary Spiking Networks Leveraging Nanoscale Device Stochasticity. ISCAS (2023)
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 (2023)
Jiechen Chen, Nicolas Skatchkovsky, Osvaldo Simeone
Neuromorphic Integrated Sensing and Communications. IEEE Wirel. Commun. Lett. 12 (3) (2023)
Prabodh Katti, Nicolas Skatchkovsky, Osvaldo Simeone, Bipin Rajendran, Bashir M. Al-Hashimi
Bayesian Inference on Binary Spiking Networks Leveraging Nanoscale Device Stochasticity. CoRR (2023)
Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone
Bayesian continual learning via spiking neural networks. Frontiers Comput. Neurosci. 16 (2022)
Jiechen Chen, Nicolas Skatchkovsky, Osvaldo Simeone
Neuromorphic Wireless Cognition: Event-Driven Semantic Communications for Remote Inference. CoRR (2022)
Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone
Bayesian Continual Learning via Spiking Neural Networks. CoRR (2022)
Jiechen Chen, Nicolas Skatchkovsky, Osvaldo Simeone
Neuromorphic Integrated Sensing and Communications. CoRR (2022)
Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone
Spiking Neural Networks - Part III: Neuromorphic Communications. IEEE Commun. Lett. 25 (6) (2021)
Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone
Spiking Neural Networks - Part II: Detecting Spatio-Temporal Patterns. IEEE Commun. Lett. 25 (6) (2021)
Nicolas Skatchkovsky, Osvaldo Simeone, Hyeryung Jang
Learning to Time-Decode in Spiking Neural Networks Through the Information Bottleneck. NeurIPS (2021)
Hyeryung Jang, Nicolas Skatchkovsky, Osvaldo Simeone
Spiking Neural Networks - Part I: Detecting Spatial Patterns. IEEE Commun. Lett. 25 (6) (2021)
Nicolas Skatchkovsky, Osvaldo Simeone, Hyeryung Jang
Learning to Time-Decode in Spiking Neural Networks Through the Information Bottleneck. CoRR (2021)
Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone
Federated Neuromorphic Learning of Spiking Neural Networks for Low-Power Edge Intelligence. ICASSP (2020)
Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone
End-to-End Learning of Neuromorphic Wireless Systems for Low-Power Edge Artificial Intelligence. ACSSC (2020)
Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone
Spiking Neural Networks - Part II: Detecting Spatio-Temporal Patterns. CoRR (2020)
Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone
Spiking Neural Networks - Part III: Neuromorphic Communications. CoRR (2020)
Hyeryung Jang, Nicolas Skatchkovsky, Osvaldo Simeone
Spiking Neural Networks - Part I: Detecting Spatial Patterns. CoRR (2020)
Hyeryung Jang, Nicolas Skatchkovsky, Osvaldo Simeone
VOWEL: A Local Online Learning Rule for Recurrent Networks of Probabilistic Spiking Winner- Take-All Circuits. ICPR (2020)
Hyeryung Jang, Nicolas Skatchkovsky, Osvaldo Simeone
BiSNN: Training Spiking Neural Networks with Binary Weights via Bayesian Learning. CoRR (2020)
Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone
End-to-End Learning of Neuromorphic Wireless Systems for Low-Power Edge Artificial Intelligence. CoRR (2020)
Hyeryung Jang, Nicolas Skatchkovsky, Osvaldo Simeone
VOWEL: A Local Online Learning Rule for Recurrent Networks of Probabilistic Spiking Winner-Take-All Circuits. CoRR (2020)
Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone
Federated Neuromorphic Learning of Spiking Neural Networks for Low-Power Edge Intelligence. CoRR (2019)
Nicolas Skatchkovsky, Osvaldo Simeone
Optimizing Pipelined Computation and Communication for Latency-Constrained Edge Learning. CoRR (2019)
Nicolas Skatchkovsky, Osvaldo Simeone
Optimizing Pipelined Computation and Communication for Latency-Constrained Edge Learning. IEEE Commun. Lett. 23 (9) (2019)