Optimizing Pipelined Computation and Communication for Latency-Constrained Edge Learning. - Nicolas Skatchkovsky; Osvaldo Simeone (IEEE Commun. Lett., 2019)

End-to-End Learning of Neuromorphic Wireless Systems for Low-Power Edge Artificial Intelligence. - Nicolas Skatchkovsky; Hyeryung Jang; Osvaldo Simeone (ACSSC, 2020)

Federated Neuromorphic Learning of Spiking Neural Networks for Low-Power Edge Intelligence. - Nicolas Skatchkovsky; Hyeryung Jang; Osvaldo Simeone (ICASSP, 2020)

VOWEL: A Local Online Learning Rule for Recurrent Networks of Probabilistic Spiking Winner- Take-All Circuits. - Hyeryung Jang; Nicolas Skatchkovsky; Osvaldo Simeone (ICPR, 2020)

BiSNN: Training Spiking Neural Networks with Binary Weights via Bayesian Learning. - Hyeryung Jang; Nicolas Skatchkovsky; Osvaldo Simeone (CoRR, 2020)

Learning to Time-Decode in Spiking Neural Networks Through the Information Bottleneck. - Nicolas Skatchkovsky; Osvaldo Simeone; Hyeryung Jang (NeurIPS, 2021)

Spiking Neural Networks - Part I: Detecting Spatial Patterns. - Hyeryung Jang; Nicolas Skatchkovsky; Osvaldo Simeone (IEEE Commun. Lett., 2021)

Spiking Neural Networks - Part II: Detecting Spatio-Temporal Patterns. - Nicolas Skatchkovsky; Hyeryung Jang; Osvaldo Simeone (IEEE Commun. Lett., 2021)

Spiking Neural Networks - Part III: Neuromorphic Communications. - Nicolas Skatchkovsky; Hyeryung Jang; Osvaldo Simeone (IEEE Commun. Lett., 2021)

Bayesian continual learning via spiking neural networks. - Nicolas Skatchkovsky; Hyeryung Jang; Osvaldo Simeone (Frontiers Comput. Neurosci., 2022)

Bayesian Inference on Binary Spiking Networks Leveraging Nanoscale Device Stochasticity. - Prabodh Katti; Nicolas Skatchkovsky; Osvaldo Simeone; Bipin Rajendran; Bashir M. Al-Hashimi (ISCAS, 2023)

Energy-Efficient On-Board Radio Resource Management for Satellite Communications via Neuromorphic Computing. - Flor Ortiz; Nicolas Skatchkovsky; Eva Lagunas; Wallace A. Martins; Geoffrey Eappen; Saed Daoud; Osvaldo Simeone; Bipin Rajendran; Symeon Chatzinotas (CoRR, 2023)

Neuromorphic Integrated Sensing and Communications. - Jiechen Chen; Nicolas Skatchkovsky; Osvaldo Simeone (IEEE Wirel. Commun. Lett., 2023)

Neuromorphic Wireless Cognition: Event-Driven Semantic Communications for Remote Inference. - Jiechen Chen; Nicolas Skatchkovsky; Osvaldo Simeone (IEEE Trans. Cogn. Commun. Netw., 2023)

Satellite Adaptive Onboard Beamforming Using Neuromorphic Processors. - Wallace A. Martins; Eva Lagunas; Nicolas Skatchkovsky; Flor Ortiz; Geoffrey Eappen; Osvaldo Simeone; Bipin Rajendran; Symeon Chatzinotas (PIMRC, 2024)

Performance Evaluation of Neuromorphic Hardware for Onboard Satellite Communication Applications. - Eva Lagunas; Flor G. Ortiz-Gomez; Geoffrey Eappen; Saed Daoud; Wallace A. Martins; Jorge Querol; Symeon Chatzinotas; Nicolas Skatchkovsky; Bipin Rajendran; Osvaldo Simeone (IEEE Wirel. Commun., 2024)