FOG-aided wireless networks for communication, cacHing and cOmputing: theoRetical and algorithmic fouNdations

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Publications

Information-Theoretic Generalization Bounds for Meta-Learning and Applications

Auteurs: Sharu Theresa Jose, Osvaldo Simeone
Publié dans: Entropy, Numéro 23/1, 2021, Page(s) 126, ISSN 1099-4300
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e23010126

Neuromorphic Integrated Sensing and Communications

Auteurs: Jiechen Chen; Nicolas Skatchkovsky; Osvaldo Simeone
Publié dans: Chen , J , Skatchkovsky , N & Simeone , O 2023 , ' Neuromorphic Integrated Sensing and Communications ' , IEEE Wireless Communications Letters , vol. 12 , no. 3 , pp. 476-480 . https://doi.org/10.1109/LWC.2022.3231388, Numéro 24, 2023, ISSN 1536-1276
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.48550/arxiv.2209.11891

Spiking Neural Networks—Part III: Neuromorphic Communications

Auteurs: Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone
Publié dans: IEEE Communications Letters, Numéro 25/6, 2021, Page(s) 1746-1750, ISSN 1089-7798
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lcomm.2021.3050212

Compressed Particle-Based Federated Bayesian Learning and Unlearning

Auteurs: Jinu Gong; Osvaldo Simeone; Joonhyuk Kang
Publié dans: Gong , J , Simeone , O & Kang , J 2023 , ' Compressed Particle-Based Federated Bayesian Learning and Unlearning ' , IEEE COMMUNICATIONS LETTERS , vol. 27 , no. 2 , pp. 556-560 . https://doi.org/10.1109/LCOMM.2022.3223655, Numéro 37, 2023, ISSN 1089-7798
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lcomm.2022.3223655

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

Auteurs: Sharu Theresa Jose, Osvaldo Simeone, Giuseppe Durisi
Publié dans: IEEE Transactions on Information Theory, 2021, Page(s) 1-1, ISSN 0018-9448
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tit.2021.3119605

Learning to Demodulate From Few Pilots via Offline and Online Meta-Learning

Auteurs: Sangwoo Park, Hyeryung Jang, Osvaldo Simeone, Joonhyuk Kang
Publié dans: IEEE Transactions on Signal Processing, Numéro 69, 2021, Page(s) 226-239, ISSN 1053-587X
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tsp.2020.3043879

Coded Computing and Cooperative Transmission for Wireless Distributed Matrix Multiplication

Auteurs: Kuikui Li, Meixia Tao, Jingjing Zhang, Osvaldo Simeone
Publié dans: IEEE Transactions on Communications, Numéro 69/4, 2021, Page(s) 2224-2239, ISSN 0090-6778
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2021.3053018

Spiking Neural Networks—Part II: Detecting Spatio-Temporal Patterns

Auteurs: Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone
Publié dans: IEEE Communications Letters, Numéro 25/6, 2021, Page(s) 1741-1745, ISSN 1089-7798
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lcomm.2021.3050242

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

Auteurs: Rahif Kassab, Osvaldo Simeone, Petar Popovski
Publié dans: IEEE Transactions on Wireless Communications, Numéro 19/10, 2020, Page(s) 6347-6361, ISSN 1536-1276
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/twc.2020.3002782

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

Auteurs: Dongzhu Liu, Osvaldo Simeone
Publié dans: IEEE Journal on Selected Areas in Communications, 2021, Page(s) 1-1, ISSN 0733-8716
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jsac.2021.3118406

Collaborative Cloud and Edge Mobile Computing in C-RAN Systems With Minimal End-to-End Latency

Auteurs: Seok-Hwan Park, Seongah Jeong, Jinyeop Na, Osvaldo Simeone, Shlomo Shamai
Publié dans: IEEE Transactions on Signal and Information Processing over Networks, Numéro 7, 2021, Page(s) 259-274, ISSN 2373-776X
Éditeur: IEEE
DOI: 10.1109/tsipn.2021.3070712

Memristors—From In‐Memory Computing, Deep Learning Acceleration, and Spiking Neural Networks to the Future of Neuromorphic and Bio‐Inspired Computing

Auteurs: Adnan Mehonic, Abu Sebastian, Bipin Rajendran, Osvaldo Simeone, Eleni Vasilaki, Anthony J. Kenyon
Publié dans: Advanced Intelligent Systems, Numéro 2/11, 2020, Page(s) 2000085, ISSN 2640-4567
Éditeur: Wiley
DOI: 10.1002/aisy.202000085

Minimizing Latency to Support VR Social Interactions Over Wireless Cellular Systems via Bandwidth Allocation

Auteurs: Jihong Park, Petar Popovski, Osvaldo Simeone
Publié dans: IEEE Wireless Communications Letters, Numéro 7/5, 2018, Page(s) 776-779, ISSN 2162-2337
Éditeur: IEEE Communications Society
DOI: 10.1109/LWC.2018.2823761

Control-Data Separation With Decentralized Edge Control in Fog-Assisted Uplink Communications

Auteurs: Jinkyu Kang, Osvaldo Simeone, Joonhyuk Kang, Shlomo Shamai Shitz
Publié dans: IEEE Transactions on Wireless Communications, Numéro 17/6, 2018, Page(s) 3686-3696, ISSN 1536-1276
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TWC.2018.2813363

Non-Orthogonal eMBB-URLLC Radio Access for Cloud Radio Access Networks with Analog Fronthauling

Auteurs: Andrea Matera, Rahif Kassab, Osvaldo Simeone, Umberto Spagnolini
Publié dans: Entropy, Numéro 20/9, 2018, Page(s) 661, ISSN 1099-4300
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e20090661

Fog-Aided Wireless Networks for Content Delivery: Fundamental Latency Tradeoffs

Auteurs: Avik Sengupta, Ravi Tandon, Osvaldo Simeone
Publié dans: IEEE Transactions on Information Theory, Numéro 63/10, 2017, Page(s) 6650-6678, ISSN 0018-9448
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TIT.2017.2735962

Online Edge Caching and Wireless Delivery in Fog-Aided Networks With Dynamic Content Popularity

Auteurs: Seyyed Mohammadreza Azimi, Osvaldo Simeone, Avik Sengupta, Ravi Tandon
Publié dans: IEEE Journal on Selected Areas in Communications, Numéro 36/6, 2018, Page(s) 1189-1202, ISSN 0733-8716
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/JSAC.2018.2844961

Optimization of Massive Full-Dimensional MIMO for Positioning and Communication

Auteurs: Seongah Jeong, Osvaldo Simeone, Joonhyuk Kang
Publié dans: IEEE Transactions on Wireless Communications, Numéro 17/9, 2018, Page(s) 6205-6217, ISSN 1536-1276
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TWC.2018.2855167

Zero-Delay Source-Channel Coding With a 1-Bit ADC Front End and Correlated Receiver Side Information

Auteurs: Morteza Varasteh, Borzoo Rassouli, Osvaldo Simeone, Deniz Gunduz
Publié dans: IEEE Transactions on Communications, Numéro 65/12, 2017, Page(s) 5429-5444, ISSN 0090-6778
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TCOMM.2017.2747541

Coded Computation Against Processing Delays for Virtualized Cloud-Based Channel Decoding

Auteurs: Malihe Aliasgari, Jorg Kliewer, Osvaldo Simeone
Publié dans: IEEE Transactions on Communications, 2018, Page(s) 1-1, ISSN 0090-6778
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TCOMM.2018.2869791

Multi-Tenant C-RAN With Spectrum Pooling: Downlink Optimization Under Privacy Constraints

Auteurs: Seok-Hwan Park, Osvaldo Simeone, Shlomo Shamai
Publié dans: IEEE Transactions on Vehicular Technology, Numéro 67/11, 2018, Page(s) 10492-10503, ISSN 0018-9545
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TVT.2018.2865599

Reliable and Low-Latency Fronthaul for Tactile Internet Applications

Auteurs: Ghizlane Mountaser, Toktam Mahmoodi, Osvaldo Simeone
Publié dans: IEEE Journal on Selected Areas in Communications, Numéro 36/11, 2018, Page(s) 2455-2463, ISSN 0733-8716
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/JSAC.2018.2872299

Soft-TTL: Time-Varying Fractional Caching

Auteurs: Jasper Goseling, Osvaldo Simeone
Publié dans: IEEE Networking Letters, 2019, Page(s) 1-1, ISSN 2576-3156
Éditeur: IEEE
DOI: 10.1109/LNET.2018.2883245

Optimizing Pipelined Computation and Communication for Latency-Constrained Edge Learning

Auteurs: Nicolas Skatchkovsky, Osvaldo Simeone
Publié dans: IEEE Communications Letters, Numéro 23/9, 2019, Page(s) 1542-1546, ISSN 1089-7798
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/LCOMM.2019.2922658

An Introduction to Probabilistic Spiking Neural Networks: Probabilistic Models, Learning Rules, and Applications

Auteurs: Hyeryung Jang, Osvaldo Simeone, Brian Gardner, Andre Gruning
Publié dans: IEEE Signal Processing Magazine, Numéro 36/6, 2019, Page(s) 64-77, ISSN 1053-5888
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/msp.2019.2935234

Fundamental Limits of Cloud and Cache-Aided Interference Management With Multi-Antenna Edge Nodes

Auteurs: Jingjing Zhang, Osvaldo Simeone
Publié dans: IEEE Transactions on Information Theory, Numéro 65/8, 2019, Page(s) 5197-5214, ISSN 0018-9448
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TIT.2019.2907552

Reliable Transmission of Short Packets Through Queues and Noisy Channels Under Latency and Peak-Age Violation Guarantees

Auteurs: Rahul Devassy, Giuseppe Durisi, Guido Carlo Ferrante, Osvaldo Simeone, Elif Uysal
Publié dans: IEEE Journal on Selected Areas in Communications, Numéro 37/4, 2019, Page(s) 721-734, ISSN 0733-8716
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/JSAC.2019.2898760

5G Wireless Network Slicing for eMBB, URLLC, and mMTC: A Communication-Theoretic View

Auteurs: Petar Popovski, Kasper Floe Trillingsgaard, Osvaldo Simeone, Giuseppe Durisi
Publié dans: IEEE Access, Numéro 6, 2018, Page(s) 55765-55779, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2018.2872781

Blind Sparse Estimation of Intermittent Sources Over Unknown Fading Channels

Auteurs: Annan Dong, Osvaldo Simeone, Alexander M. Haimovich, Jason A. Dabin
Publié dans: IEEE Transactions on Vehicular Technology, Numéro 68/10, 2019, Page(s) 9861-9871, ISSN 0018-9545
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvt.2019.2933996

A Very Brief Introduction to Machine Learning With Applications to Communication Systems

Auteurs: Osvaldo Simeone
Publié dans: IEEE Transactions on Cognitive Communications and Networking, Numéro 4/4, 2018, Page(s) 648-664, ISSN 2332-7731
Éditeur: IEEE
DOI: 10.1109/TCCN.2018.2881442

Non-Orthogonal Multiplexing of Ultra-Reliable and Broadband Services in Fog-Radio Architectures

Auteurs: Rahif Kassab, Osvaldo Simeone, Petar Popovski, Toufiqul Islam
Publié dans: IEEE Access, Numéro 7, 2019, Page(s) 13035-13049, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/ACCESS.2019.2893128

Online Reinforcement Learning of X-Haul Content Delivery Mode in Fog Radio Access Networks

Auteurs: Jihwan Moon, Osvaldo Simeone, Seok-Hwan Park, Inkyu Lee
Publié dans: IEEE Signal Processing Letters, Numéro 26/10, 2019, Page(s) 1451-1455, ISSN 1070-9908
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lsp.2019.2932193

Robust Baseband Compression Against Congestion in Packet-Based Fronthaul Networks Using Multiple Description Coding

Auteurs: Seok-Hwan Park, Osvaldo Simeone, Shlomo Shamai (Shitz)
Publié dans: Entropy, Numéro 21/4, 2019, Page(s) 433, ISSN 1099-4300
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e21040433

On Model Coding for Distributed Inference and Transmission in Mobile Edge Computing Systems

Auteurs: Jingjing Zhang, Osvaldo Simeone
Publié dans: IEEE Communications Letters, Numéro 23/6, 2019, Page(s) 1065-1068, ISSN 1089-7798
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/LCOMM.2019.2911496

A Brief Introduction to Machine Learning for Engineers

Auteurs: Osvaldo Simeone
Publié dans: Foundations and Trends® in Signal Processing, Numéro 12/3-4, 2018, Page(s) 200-431, ISSN 1932-8346
Éditeur: Now Publishers Inc.
DOI: 10.1561/2000000102

Online Supervised Learning for Traffic Load Prediction in Framed-ALOHA Networks

Auteurs: Nan Jiang, Yansha Deng, Osvaldo Simeone, Arumugam Nallanathan
Publié dans: IEEE Communications Letters, Numéro 23/10, 2019, Page(s) 1778-1782, ISSN 1089-7798
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/LCOMM.2019.2931693

LAGC: Lazily Aggregated Gradient Coding for Straggler-Tolerant and Communication-Efficient Distributed Learning

Auteurs: Jingjing Zhang, Osvaldo Simeone
Publié dans: IEEE Transactions on Neural Networks and Learning Systems, 2020, Page(s) 1-13, ISSN 2162-237X
Éditeur: IEEE Computational Intelligence Society
DOI: 10.1109/tnnls.2020.2979762

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

Auteurs: M. Di Renzo, K. Ntontin, J. Song, F. H. Danufane, X. Qian, F. Lazarakis, J. de Rosny, D.-T. Phan-Huy, O. Simeone, R. Zhang, M. Debbah, G. Lerosey, M. Fink, S. Tretyakov, S. Shamai
Publié dans: IEEE Open Journal of the Communications Society, 2020, Page(s) 1-1, ISSN 2644-125X
Éditeur: IEEE
DOI: 10.1109/ojcoms.2020.3002955

Zero-Delay Source-Channel Coding with a Low-Resolution ADC Front End

Auteurs: Morteza Varasteh, Borzoo Rassouli, Osvaldo Simeone, Deniz Gunduz
Publié dans: IEEE Transactions on Information Theory, 2017, Page(s) 1-1, ISSN 0018-9448
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TIT.2017.2719708

Mobile Edge Computing via a UAV-Mounted Cloudlet: Optimization of Bit Allocation and Path Planning

Auteurs: Seongah Jeong, Osvaldo Simeone, Joonhyuk Kang
Publié dans: IEEE Transactions on Vehicular Technology, 2017, Page(s) 1-1, ISSN 0018-9545
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TVT.2017.2706308

Federated Learning Over Wireless Device-to-Device Networks: Algorithms and Convergence Analysis

Auteurs: Hong Xing, Osvaldo Simeone, Suzhi Bi
Publié dans: IEEE Journal on Selected Areas in Communications, Numéro 39/12, 2021, Page(s) 3723-3741, ISSN 0733-8716
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jsac.2021.3118400

Spiking Neural Networks—Part I: Detecting Spatial Patterns

Auteurs: Hyeryung Jang, Nicolas Skatchkovsky, Osvaldo Simeone
Publié dans: IEEE Communications Letters, Numéro 25/6, 2021, Page(s) 1736-1740, ISSN 1089-7798
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lcomm.2021.3050207

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

Auteurs: Sharu Theresa Jose, Osvaldo Simeone
Publié dans: IEEE Signal Processing Magazine, Numéro 38/2, 2021, Page(s) 120-125, ISSN 1053-5888
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/msp.2020.3041414

Joint Design of Radar Waveform and Detector via End-to-end Learning with Waveform Constraints

Auteurs: Wei Jiang, Alexander M. Haimovich, Osvaldo Simeone
Publié dans: IEEE Transactions on Aerospace and Electronic Systems, 2021, Page(s) 1-1, ISSN 0018-9251
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/taes.2021.3103560

An Information-Theoretic Analysis of the Cost of Decentralization for Learning and Inference under Privacy Constraints.

Auteurs: Sharu Theresa Jose; Osvaldo Simeone
Publié dans: Entropy; Volume 24; Numéro 4; Pages: 485, Numéro 17, 2023, ISSN 1099-4300
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.48550/arxiv.2110.05014

Privacy for Free: Wireless Federated Learning via Uncoded Transmission With Adaptive Power Control

Auteurs: Dongzhu Liu, Osvaldo Simeone
Publié dans: IEEE Journal on Selected Areas in Communications, Numéro 39/1, 2021, Page(s) 170-185, ISSN 0733-8716
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jsac.2020.3036948

Wireless Federated Langevin Monte Carlo: Repurposing Channel Noise for Bayesian Sampling and Privacy

Auteurs: Dongzhu Liu; Osvaldo Simeone
Publié dans: Liu , D & Simeone , O 2022 , ' Wireless Federated Langevin Monte Carlo: Repurposing Channel Noise for Bayesian Sampling and Privacy ' , IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS , pp. 1-1 . https://doi.org/10.1109/TWC.2022.3215663, Numéro 3, 2023, ISSN 1536-1276
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/twc.2022.3215663

Conditional Mutual Information-Based Generalization Bound for Meta Learning

Auteurs: Arezou Rezazadeh, Sharu Theresa Jose, Giuseppe Durisi, Osvaldo Simeone
Publié dans: 2021 IEEE International Symposium on Information Theory (ISIT), 2021, Page(s) 1176-1181, ISBN 978-1-5386-8209-8
Éditeur: IEEE
DOI: 10.1109/isit45174.2021.9518020

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

Auteurs: Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone
Publié dans: 2020 54th Asilomar Conference on Signals, Systems, and Computers, 2020, Page(s) 166-173, ISBN 978-0-7381-3126-9
Éditeur: IEEE
DOI: 10.1109/ieeeconf51394.2020.9443351

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

Auteurs: Rahif Kassab, Osvaldo Simeone, Andrea Munari, Federico Clazzer
Publié dans: ICC 2020 - 2020 IEEE International Conference on Communications (ICC), 2020, Page(s) 1-6, ISBN 978-1-7281-5089-5
Éditeur: IEEE
DOI: 10.1109/icc40277.2020.9148807

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

Auteurs: Tomer Raviv, Sangwoo Park, Nir Shlezinger, Osvaldo Simeone, Yonina C. Eldar, Joonhyuk Kang
Publié dans: 2021 IEEE International Conference on Communications Workshops (ICC Workshops), 2021, Page(s) 1-6, ISBN 978-1-7281-9441-7
Éditeur: IEEE
DOI: 10.1109/iccworkshops50388.2021.9473693

Training Probabilistic Spiking Neural Networks with First- To-Spike Decoding

Auteurs: Alireza Bagheri, Osvaldo Simeone, Bipin Rajendran
Publié dans: 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018, Page(s) 2986-2990, ISBN 978-1-5386-4658-8
Éditeur: IEEE
DOI: 10.1109/ICASSP.2018.8462410

Information- Theoretic Analysis of D2D-Aided Pipelined Content Delivery in Fog-RAN

Auteurs: Roy Karasik, Osvaldo Simeone, Shlomo Shamai
Publié dans: 2018 15th International Symposium on Wireless Communication Systems (ISWCS), 2018, Page(s) 1-5, ISBN 978-1-5386-5005-9
Éditeur: IEEE
DOI: 10.1109/ISWCS.2018.8491204

Fundamental Limits of Cloud and Cache-Aided Interference Management with Multi-Antenna Base Stations

Auteurs: Jingjing Zhang, Osvaldo Simeone
Publié dans: 2018 IEEE International Symposium on Information Theory (ISIT), 2018, Page(s) 1425-1429, ISBN 978-1-5386-4781-3
Éditeur: IEEE
DOI: 10.1109/ISIT.2018.8437538

Fundamental Latency Limits for D2D- Aided Content Delivery in Fog Wireless Networks

Auteurs: Roy Karasik, Osvaldo Simeone, Shlomo Shamai
Publié dans: 2018 IEEE International Symposium on Information Theory (ISIT), 2018, Page(s) 2461-2465, ISBN 978-1-5386-4781-3
Éditeur: IEEE
DOI: 10.1109/ISIT.2018.8437449

Delay and Peak-Age Violation Probability in Short-Packet Transmissions

Auteurs: Rahul Devassy, Giuseppe Durisi, Guido Carlo Ferrante, Oswaldo Simeone, Elif Uysal-Biyikoglu
Publié dans: 2018 IEEE International Symposium on Information Theory (ISIT), 2018, Page(s) 2471-2475, ISBN 978-1-5386-4781-3
Éditeur: IEEE
DOI: 10.1109/ISIT.2018.8437671

Adversarial Training for Probabilistic Spiking Neural Networks

Auteurs: Alireza Bagheri, Osvaldo Simeone, Bipin Rajendran
Publié dans: 2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2018, Page(s) 1-5, ISBN 978-1-5386-3512-4
Éditeur: IEEE
DOI: 10.1109/SPAWC.2018.8446003

Optimizing Pilots and Analog Processing for Channel Estimation in Cell-Free Massive MIMO with One-Bit ADCs

Auteurs: Seok-Hwan Park, Osvaldo Simeone, Yonina C. Eldar, Elza Erkip
Publié dans: 2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2018, Page(s) 1-5, ISBN 978-1-5386-3512-4
Éditeur: IEEE
DOI: 10.1109/SPAWC.2018.8445960

Uplink sum-rate analysis of C-RAN with interconnected radio units

Auteurs: Seok-Hwan Park, Osvaldo Simeone, Shlomo Shamai
Publié dans: 2017 IEEE Information Theory Workshop (ITW), 2017, Page(s) 171-175, ISBN 978-1-5090-3097-2
Éditeur: IEEE
DOI: 10.1109/ITW.2017.8277954

Cache-aided content delivery in fog-RAN systems with topological information and no CSI

Auteurs: Wei-Ting Chang, Ravi Tandon, Osvaldo Simeone
Publié dans: 2017 51st Asilomar Conference on Signals, Systems, and Computers, 2017, Page(s) 526-530, ISBN 978-1-5386-1823-3
Éditeur: IEEE
DOI: 10.1109/ACSSC.2017.8335395

Delivery Latency Trade-Offs of Heterogeneous Contents in Fog Radio Access Networks

Auteurs: Jasper Goseling, Osvaldo Simeone, Petar Popovski
Publié dans: GLOBECOM 2017 - 2017 IEEE Global Communications Conference, 2017, Page(s) 1-6, ISBN 978-1-5090-5019-2
Éditeur: IEEE
DOI: 10.1109/GLOCOM.2017.8254167

On the interplay between edge caching and HARQ in Fog-RAN

Auteurs: Igor Stanojev, Osvaldo Simeone
Publié dans: 2018 52nd Annual Conference on Information Sciences and Systems (CISS), 2018, Page(s) 1-6, ISBN 978-1-5386-0579-0
Éditeur: IEEE
DOI: 10.1109/CISS.2018.8362191

Optimizing Spectrum Pooling for Multi-Tenant C-RAN Under Privacy Constraints

Auteurs: Seok-Hwan Park, Osvaldo Simeone, Shlomo Shamai Shitz
Publié dans: 2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2018, Page(s) 1-5, ISBN 978-1-5386-3512-4
Éditeur: IEEE
DOI: 10.1109/SPAWC.2018.8445885

Coded Computation Against Straggling Decoders for Network Function Virtualization

Auteurs: Malihe Aliasgari, Jorg Kliewer, Osvaldo Simeone
Publié dans: 2018 IEEE International Symposium on Information Theory (ISIT), 2018, Page(s) 711-715, ISBN 978-1-5386-4781-3
Éditeur: IEEE
DOI: 10.1109/ISIT.2018.8437525

Coded Federated Computing in Wireless Networks with Straggling Devices and Imperfect CSI

Auteurs: Sukjong Ha, Jingjing Zhang, Osvaldo Simeone, Joonhyuk Kang
Publié dans: 2019 IEEE International Symposium on Information Theory (ISIT), 2019, Page(s) 2649-2653, ISBN 978-1-5386-9291-2
Éditeur: IEEE
DOI: 10.1109/isit.2019.8849507

Cloud-Aided Interference Management with Cache-Enabled Edge Nodes and Users

Auteurs: Seyed Pooya Shariatpanahi, Jingjing Zhang, Osvaldo Simeone, Babak Hossein Khalaj, Mohammad-Ali Maddah-Ali
Publié dans: 2019 IEEE International Symposium on Information Theory (ISIT), 2019, Page(s) 737-741, ISBN 978-1-5386-9291-2
Éditeur: IEEE
DOI: 10.1109/isit.2019.8849688

Learning First-to-Spike Policies for Neuromorphic Control Using Policy Gradients

Auteurs: Bleema Rosenfeld, Osvaldo Simeone, Bipin Rajendran
Publié dans: 2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2019, Page(s) 1-5, ISBN 978-1-5386-6528-2
Éditeur: IEEE
DOI: 10.1109/spawc.2019.8815546

Learning How to Demodulate from Few Pilots via Meta-Learning

Auteurs: Sangwoo Park, Hyeryung Jang, Osvaldo Simeone, Joonhyuk Kang
Publié dans: 2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2019, Page(s) 1-5, ISBN 978-1-5386-6528-2
Éditeur: IEEE
DOI: 10.1109/spawc.2019.8815426

Training Dynamic Exponential Family Models with Causal and Lateral Dependencies for Generalized Neuromorphic Computing

Auteurs: Hyeryung Jang, Osvaldo Simeone
Publié dans: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019, Page(s) 3382-3386, ISBN 978-1-4799-8131-1
Éditeur: IEEE
DOI: 10.1109/icassp.2019.8682960

Improved Latency-communication Trade-off for Map-shuffle-reduce Systems with Stragglers

Auteurs: Jingjing Zhang, Osvaldo Simeone
Publié dans: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019, Page(s) 8172-8176, ISBN 978-1-4799-8131-1
Éditeur: IEEE
DOI: 10.1109/icassp.2019.8682404

Confidential Communication in C-RAN Systems with Infrastructure Sharing

Auteurs: Michael Zeyde, Osvaldo Sineone, Shlomo Shamai Shitz
Publié dans: 2018 IEEE International Conference on the Science of Electrical Engineering in Israel (ICSEE), 2018, Page(s) 1-5, ISBN 978-1-5386-6378-3
Éditeur: IEEE
DOI: 10.1109/icsee.2018.8646217

Coexistence of URLLC and eMBB Services in the C-RAN Uplink: An Information-Theoretic Study

Auteurs: Rahif Kassab, Osvaldo Simeone, Petar Popovski
Publié dans: 2018 IEEE Global Communications Conference (GLOBECOM), 2018, Page(s) 1-6, ISBN 978-1-5386-4727-1
Éditeur: IEEE
DOI: 10.1109/glocom.2018.8647460

Distributed and Private Coded Matrix Computation with Flexible Communication Load

Auteurs: Malihe Aliasgari, Osvaldo Simeone, Jorg Kliewer
Publié dans: 2019 IEEE International Symposium on Information Theory (ISIT), 2019, Page(s) 1092-1096, ISBN 978-1-5386-9291-2
Éditeur: IEEE
DOI: 10.1109/isit.2019.8849606#

Wireless Map-Reduce Distributed Computing with Full-Duplex Radios and Imperfect CSI

Auteurs: Sukjong Ha, Jingjing Zhang, Osvaldo Simeone, Joonhyuk Kang
Publié dans: 2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2019, Page(s) 1-5, ISBN 978-1-5386-6528-2
Éditeur: IEEE
DOI: 10.1109/spawc.2019.8815393

Cloud-Edge Non-Orthogonal Transmission for Fog Networks with Delayed CSI at the Cloud

Auteurs: Jingiing Zhang, Osvaldo Simeone
Publié dans: 2018 IEEE Information Theory Workshop (ITW), 2018, Page(s) 1-5, ISBN 978-1-5386-3599-5
Éditeur: IEEE
DOI: 10.1109/itw.2018.8613526

Learning-based Physical Layer Communications for Multiagent Collaboration

Auteurs: Arsham Mostaani, Osvaldo Simeone, Symeon Chatzinotas, Bjorn Ottersten
Publié dans: 2019 IEEE 30th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2019, Page(s) 1-6, ISBN 978-1-5386-8110-7
Éditeur: IEEE
DOI: 10.1109/pimrc.2019.8904190

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

Auteurs: Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone
Publié dans: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, Page(s) 8524-8528, ISBN 978-1-5090-6631-5
Éditeur: IEEE
DOI: 10.1109/icassp40776.2020.9053861

BiSNN: Training Spiking Neural Networks with Binary Weights via Bayesian Learning

Auteurs: Hyeryung Jang, Nicolas Skatchkovsky, Osvaldo Simeone
Publié dans: 2021 IEEE Data Science and Learning Workshop (DSLW), 2021, Page(s) 1-6, ISBN 978-1-6654-2825-5
Éditeur: IEEE
DOI: 10.1109/dslw51110.2021.9523415

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

Auteurs: Roberto G. Pacheco, Rodrigo S. Couto, Osvaldo Simeone
Publié dans: ICC 2021 - IEEE International Conference on Communications, 2021, Page(s) 1-6, ISBN 978-1-7281-7122-7
Éditeur: IEEE
DOI: 10.1109/icc42927.2021.9500760

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

Auteurs: Sharu Theresa Jose, Osvaldo Simeone
Publié dans: 2021 IEEE International Symposium on Information Theory (ISIT), 2021, Page(s) 1534-1539, ISBN 978-1-5386-8209-8
Éditeur: IEEE
DOI: 10.1109/isit45174.2021.9517767

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

Auteurs: Rahif Kassab, Osvaldo Simeone, Petar Popovski
Publié dans: 2020 IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2020, Page(s) 1-5, ISBN 978-1-7281-5478-7
Éditeur: IEEE
DOI: 10.1109/spawc48557.2020.9154262

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