King's College London

Research portal

Professor Osvaldo Simeone

  1. Federated Learning over Wireless Device-to-Device Networks: Algorithms and Convergence Analysis

    Xing, H., Simeone, O. & Bi, S., 7 Oct 2021, (E-pub ahead of print) In: IEEE Journal on Selected Areas in Communications.

    Research output: Contribution to journalArticlepeer-review

  2. Prediction of mmWave/THz Link Blockages through Meta-Learning and Recurrent Neural Networks

    Kalor, A. E., Simeone, O. & Popovski, P., 7 Oct 2021, (E-pub ahead of print) In: IEEE Wireless Communications Letters.

    Research output: Contribution to journalArticlepeer-review

  3. Channel-Driven Monte Carlo Sampling for Bayesian Distributed Learning in Wireless Data Centers

    Liu, D. & Simeone, O., 6 Oct 2021, (E-pub ahead of print) In: IEEE Journal on Selected Areas in Communications. p. 1-1

    Research output: Contribution to journalArticlepeer-review

  4. Grant-Free Coexistence of Critical and Non-Critical IoT Services in Two-Hop Satellite and Terrestrial Networks

    Kassab, R., Munari, A., Clazzer, F. & Simeone, O., 27 Sep 2021, (E-pub ahead of print) In: IEEE Internet of Things Journal.

    Research output: Contribution to journalArticle

  5. Adaptive Coding and Channel Shaping Through Reconfigurable Intelligent Surfaces: An Information-Theoretic Analysis

    Karasik, R., Simeone, O., Di Renzo, M. & Shamai, S., 27 Jul 2021, (E-pub ahead of print) In: IEEE TRANSACTIONS ON COMMUNICATIONS.

    Research output: Contribution to journalArticlepeer-review

  6. An Information-Theoretic Analysis of the Impact of Task Similarity on Meta-Learning

    Jose, S. T. & Simeone, O., 12 Jul 2021, 2021 IEEE International Symposium on Information Theory, ISIT 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1534-1539 6 p. (IEEE International Symposium on Information Theory - Proceedings; vol. 2021-July).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  7. Conditional Mutual Information-Based Generalization Bound for Meta Learning

    Rezazadeh, A., Jose, S. T., Durisi, G. & Simeone, O., 12 Jul 2021, 2021 IEEE International Symposium on Information Theory, ISIT 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1176-1181 6 p. (IEEE International Symposium on Information Theory - Proceedings; vol. 2021-July).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  8. BiSNN: Training spiking neural networks with binary weights via Bayesian learning

    Jang, H., Skatchkovsky, N. & Simeone, O., 5 Jun 2021, 2021 IEEE Data Science and Learning Workshop, DSLW 2021. Institute of Electrical and Electronics Engineers Inc., (2021 IEEE Data Science and Learning Workshop, DSLW 2021).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  9. Fast on-device adaptation for spiking neural networks via online-within-online meta-learning

    Rosenfeld, B., Rajendran, B. & Simeone, O., 5 Jun 2021, 2021 IEEE Data Science and Learning Workshop, DSLW 2021. Institute of Electrical and Electronics Engineers Inc., (2021 IEEE Data Science and Learning Workshop, DSLW 2021).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  10. Calibration-Aided Edge Inference Offloading via Adaptive Model Partitioning of Deep Neural Networks

    Pacheco, R. G., Couto, R. S. & Simeone, O., Jun 2021, ICC 2021 - IEEE International Conference on Communications, Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE International Conference on Communications).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  11. Meta-ViterbiNet: Online Meta-Learned Viterbi Equalization for Non-Stationary Channels

    Raviv, T., Park, S., Shlezinger, N., Simeone, O., Eldar, Y. C. & Kang, J., Jun 2021, 2021 IEEE International Conference on Communications Workshops, ICC Workshops 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9473693. (2021 IEEE International Conference on Communications Workshops, ICC Workshops 2021 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  12. Spiking Neural Networks - Part I: Detecting Spatial Patterns

    Jang, H., Skatchkovsky, N. & Simeone, O., Jun 2021, In: IEEE COMMUNICATIONS LETTERS. 25, 6, p. 1736-1740 5 p., 9317739.

    Research output: Contribution to journalArticlepeer-review

  13. Spiking Neural Networks - Part II: Detecting Spatio-Temporal Patterns

    Skatchkovsky, N., Jang, H. & Simeone, O., Jun 2021, In: IEEE COMMUNICATIONS LETTERS. 25, 6, p. 1741-1745 5 p., 9317741.

    Research output: Contribution to journalArticlepeer-review

  14. Spiking Neural Networks - Part III: Neuromorphic Communications

    Skatchkovsky, N., Jang, H. & Simeone, O., Jun 2021, In: IEEE COMMUNICATIONS LETTERS. 25, 6, p. 1746-1750 5 p., 9317803.

    Research output: Contribution to journalArticlepeer-review

  15. Joint Source-Channel Coding for Semantics-Aware Grant-Free Radio Access in IoT Fog Networks

    Dommel, J., Utkovski, Z., Simeone, O. & Stanczak, S., 9 Apr 2021, (E-pub ahead of print) In: IEEE SIGNAL PROCESSING LETTERS. 28, p. 728-732 5 p., 9399782.

    Research output: Contribution to journalArticlepeer-review

  16. Collaborative Cloud and Edge Mobile Computing in C-RAN Systems with Minimal End-to-End Latency

    Park, S., Jeong, S., Na, J., Simeone, O. & Shamai Shitz, S., 6 Apr 2021, (E-pub ahead of print) In: IEEE Transactions on Signal Processing. 7, p. 259-274 16 p., 9397373.

    Research output: Contribution to journalArticlepeer-review

  17. Coded Computing and Cooperative Transmission for Wireless Distributed Matrix Multiplication

    Li, K., Tao, M., Zhang, J. & Simeone, O., Apr 2021, In: IEEE TRANSACTIONS ON COMMUNICATIONS. 69, 4, p. 2224-2239 16 p., 9328810.

    Research output: Contribution to journalArticlepeer-review

  18. Free Energy Minimization: A Unified Framework for Modeling, Inference, Learning, and Optimization [Lecture Notes]

    Jose, S. T. & Simeone, O., Mar 2021, In: IEEE SIGNAL PROCESSING MAGAZINE. 38, 2, p. 120-125 6 p., 9363495.

    Research output: Contribution to journalArticlepeer-review

  19. Information-theoretic generalization bounds for meta-learning and applications

    Jose, S. T. & Simeone, O., Jan 2021, In: Entropy. 23, 1, p. 1-28 28 p., 126.

    Research output: Contribution to journalArticlepeer-review

  20. Privacy For Free: Wireless Federated Learning Via Uncoded Transmission With Adaptive Power Control

    Liu, D. & Simeone, O., Jan 2021, In: IEEE Journal on Selected Areas in Communications. 39, 1, p. 170-185 16 p., 9252950.

    Research output: Contribution to journalArticlepeer-review

  21. Transfer Meta-Learning: Information-Theoretic Bounds and Information Meta-Risk Minimization

    Jose, S. T., Simeone, O. & Durisi, G., 2021, (Accepted/In press) In: IEEE TRANSACTIONS ON INFORMATION THEORY.

    Research output: Contribution to journalArticlepeer-review

  22. Learning to Demodulate from Few Pilots via Offline and Online Meta-Learning

    Park, S., Jang, H., Simeone, O. & Kang, J., 10 Dec 2020, (E-pub ahead of print) In: IEEE Transactions on Signal Processing. p. 1-1

    Research output: Contribution to journalArticlepeer-review

  23. End-to-End Learning of Neuromorphic Wireless Systems for Low-Power Edge Artificial Intelligence

    Skatchkovsky, N., Jang, H. & Simeone, O., 1 Nov 2020, Conference Record of the 54th Asilomar Conference on Signals, Systems and Computers, ACSSC 2020. Matthews, M. B. (ed.). IEEE Computer Society, p. 166-173 8 p. 9443351. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2020-November).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  24. Address-Event Variable-Length Compression for Time-Encoded Data

    Jose, S. T. & Simeone, O., 24 Oct 2020, Proceedings of 2020 International Symposium on Information Theory and its Applications, ISITA 2020. Institute of Electrical and Electronics Engineers Inc., p. 71-75 5 p. 9366190. (Proceedings of 2020 International Symposium on Information Theory and its Applications, ISITA 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  25. Information-Centric Grant-Free Access for IoT Fog Networks: Edge vs Cloud Detection and Learning

    Kassab, R., Simeone, O. & Popovski, P., Oct 2020, In: IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS. 19, 10, p. 6347-6361 15 p., 9123545.

    Research output: Contribution to journalArticlepeer-review

  26. Memristors -- from In-memory computing, Deep Learning Acceleration, Spiking Neural Networks, to the Future of Neuromorphic and Bio-inspired Computing

    Mehonic, A., Sebastian, A., Rajendran, B., Simeone, O., Vasilaki, E. & Kenyon, A. J., 20 Jun 2020, (Accepted/In press) In: Advanced Intelligent Systems .

    Research output: Contribution to journalArticlepeer-review

  27. Reconfigurable Intelligent Surfaces vs. Relaying: Differences, Similarities, and Performance Comparison

    Di Renzo, M., Ntontin, K., Song, J., Danufane, F. H., Qian, X., Lazarakis, F., De Rosny, J., Phan-huy, D., Simeone, O., Zhang, R., Debbah, M., Lerosey, G., Fink, M., Tretyakov, S. & Shamai, S., 16 Jun 2020, (E-pub ahead of print) In: IEEE Open Journal of the Communications Society.

    Research output: Contribution to journalArticlepeer-review

  28. Beyond Max-SNR: Joint Encoding for Reconfigurable Intelligent Surfaces

    Karasik, R., Simeone, O., Di Renzo, M. & Shamai Shitz, S., Jun 2020, 2020 IEEE International Symposium on Information Theory, ISIT 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2965-2970 6 p. 9174060. (IEEE International Symposium on Information Theory - Proceedings; vol. 2020-June).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  29. Coded Computation Against Straggling Channel Decoders in the Cloud for Gaussian Channels

    Shi, J., Ling, C., Simeone, O. & Kliewer, J., Jun 2020, 2020 IEEE International Symposium on Information Theory, ISIT 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 156-161 6 p. 9174145. (IEEE International Symposium on Information Theory - Proceedings; vol. 2020-June).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  30. Inter-Tenant Cooperative Reception for C-RAN Systems with Spectrum Pooling

    Kim, J., Yu, D., Park, S. H., Simeone, O. & Shitz, S. S., Jun 2020, 2020 IEEE International Conference on Communications, ICC 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9148896. (IEEE International Conference on Communications; vol. 2020-June).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  31. Multi-Cell Mobile Edge Coded Computing: Trading Communication and Computing for Distributed Matrix Multiplication

    Li, K., Tao, M., Zhang, J. & Simeone, O., Jun 2020, 2020 IEEE International Symposium on Information Theory, ISIT 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 215-220 6 p. 9174273. (IEEE International Symposium on Information Theory - Proceedings; vol. 2020-June).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  32. Space Diversity-Based Grant-Free Random Access for Critical and Non-Critical IoT Services

    Kassab, R., Simeone, O., Munari, A. & Clazzer, F., Jun 2020, 2020 IEEE International Conference on Communications, ICC 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9148807. (IEEE International Conference on Communications; vol. 2020-June).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  33. Cooperative Learning VIA Federated Distillation over Fading Channels

    Ahn, J. H., Simeone, O. & Kang, J., May 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 8856-8860 5 p. 9053448. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2020-May).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  34. Decentralized Federated Learning via SGD over Wireless D2D Networks

    Xing, H., Simeone, O. & Bi, S., May 2020, 2020 IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2020. Institute of Electrical and Electronics Engineers Inc., 9154332. (IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC; vol. 2020-May).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  35. End-To-End Fast Training of Communication Links Without a Channel Model via Online Meta-Learning

    Park, S., Simeone, O. & Kang, J., May 2020, 2020 IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2020. Institute of Electrical and Electronics Engineers Inc., 9154322. (IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC; vol. 2020-May).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  36. Federated Neuromorphic Learning of Spiking Neural Networks for Low-Power Edge Intelligence

    Skatchkovsky, N., Jang, H. & Simeone, O., May 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 8524-8528 5 p. 9053861. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2020-May).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  37. Fog-Based Detection for Random-Access IoT Networks with Per-Measurement Preambles

    Kassab, R., Simeone, O. & Popovski, P., May 2020, 2020 IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2020. Institute of Electrical and Electronics Engineers Inc., 9154262. (IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC; vol. 2020-May).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  38. Joint Source-Channel Coding and Bayesian Message Passing Detection for Grant-Free Radio Access in IoT

    Dommel, J., Utkovski, Z., Stanczak, S. & Simeone, O., May 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 8574-8578 5 p. 9053021. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2020-May).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  39. Meta-Learning to Communicate: Fast End-to-End Training for Fading Channels

    Park, S., Simeone, O. & Kang, J., May 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5075-5079 5 p. 9053252. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2020-May).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  40. Optimizing Over-The-Air Computation in IRS-Aided C-RAN Systems

    Yu, D., Park, S. H., Simeone, O. & Shitz, S. S., May 2020, 2020 IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2020. Institute of Electrical and Electronics Engineers Inc., 9154243. (IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC; vol. 2020-May).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  41. Semantic-Effectiveness Filtering and Control for Post-5G Wireless Connectivity

    Popovski, P., Simeone, O., Boccardi, F., Gündüz, D. & Sahin, O., 1 Apr 2020, In: Journal of the Indian Institute of Science. 100, 2, p. 435-443 9 p.

    Research output: Contribution to journalReview articlepeer-review

  42. From learning to meta-learning: Reduced training overhead and complexity for communication systems

    Simeone, O., Park, S. & Kang, J., Mar 2020, 2nd 6G Wireless Summit 2020: Gain Edge for the 6G Era, 6G SUMMIT 2020. Institute of Electrical and Electronics Engineers Inc., 9083856. (2nd 6G Wireless Summit 2020: Gain Edge for the 6G Era, 6G SUMMIT 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  43. Grant-free access for IoT in beyond-5G systems: The potential of receiver diversity

    Munari, A., Clazzer, F., Simeone, O. & Utkovski, Z., Mar 2020, 2nd 6G Wireless Summit 2020: Gain Edge for the 6G Era, 6G SUMMIT 2020. Institute of Electrical and Electronics Engineers Inc., 9083892. (2nd 6G Wireless Summit 2020: Gain Edge for the 6G Era, 6G SUMMIT 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  44. Private and Secure Distributed Matrix Multiplication with Flexible Communication Load

    Aliasgari, M., Simeone, O. & Kliewer, J., 6 Feb 2020, (E-pub ahead of print) In: IEEE Transactions on Information Forensics and Security. 15, p. 2722-2734 13 p., 8985291.

    Research output: Contribution to journalArticlepeer-review

  45. Vowel: A local online learning rule for recurrent networks of probabilistic spiking winner-take-all circuits

    Jang, H., Skatchkovsky, N. & Simeone, O., 2020, Proceedings of ICPR 2020 - 25th International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 4597-4604 8 p. 9413206. (Proceedings - International Conference on Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  46. How Much Can D2D Communication Reduce Content Delivery Latency in Fog Networks with Edge Caching?

    Karasik, R., Simeone, O. & Shamai, S., 27 Dec 2019, (E-pub ahead of print) In: IEEE TRANSACTIONS ON COMMUNICATIONS.

    Research output: Contribution to journalArticlepeer-review

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