Nariman Farsad

IEEE Trans. Commun., May, 2023

MICAL: Mutual Information-Based CNN-Aided Learned Factor Graphs for Seizure Detection From EEG Signals.

[BibT_eX]

[DOI]

Bahareh Salafian

Eyal Fishel Ben-Knaan

Nir Shlezinger

Sandrine de Ribaupierre

IEEE Access, 2023

2022

Learned Factor Graphs for Inference From Stationary Time Sequences.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2022

Guest editorial for signal processing aspects of molecular communications.

[BibT_eX]

[DOI]

Digit. Signal Process., 2022

Deep Unfolding for Iterative Stripe Noise Removal.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

Neural Capacity Estimators: How Reliable Are They?

[BibT_eX]

[DOI]

Farhad Mirkarimi

Stefano Rini

Proceedings of the IEEE International Conference on Communications, 2022

CNN-Aided Factor Graphs with Estimated Mutual Information Features for Seizure Detection.

[BibT_eX]

[DOI]

Bahareh Salafian

Eyal Fishel Ben-Knaan

Nir Shlezinger

Sandrine de Ribaupierre

Proceedings of the IEEE International Conference on Acoustics, 2022

Personalized Sleep State Classification via Learned Factor Graphs.

[BibT_eX]

[DOI]

Proceedings of the 30th European Signal Processing Conference, 2022

2021

Model-Based Machine Learning for Communications.

[BibT_eX]

[DOI]

CoRR, 2021

A Survey on Modulation Techniques in Molecular Communication via Diffusion.

[BibT_eX]

[DOI]

IEEE Commun. Surv. Tutorials, 2021

Neural Computation of Capacity Region of Memoryless Multiple Access Channels.

[BibT_eX]

[DOI]

Farhad Mirkarimi

Proceedings of the IEEE International Symposium on Information Theory, 2021

Sparse Multi-Decoder Recursive Projection Aggregation for Reed-Muller Codes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2021

Efficient Epileptic Seizure Detection Using CNN-Aided Factor Graphs.

[BibT_eX]

[DOI]

Bahareh Salafian

Eyal Fishel Ben

Nir Shlezinger

Sandrine de Ribaupierre

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

ViterbiNet: A Deep Learning Based Viterbi Algorithm for Symbol Detection.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2020

Capacities and Optimal Input Distributions for Particle-Intensity Channels.

[BibT_eX]

[DOI]

IEEE Trans. Mol. Biol. Multi Scale Commun., 2020

Two-Way Molecular Communications.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2020

Inference from Stationary Time Sequences via Learned Factor Graphs.

[BibT_eX]

[DOI]

CoRR, 2020

Data-driven symbol detection via model-based machine learning.

[BibT_eX]

[DOI]

Commun. Inf. Syst., 2020

Data-Driven Factor Graphs for Deep Symbol Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2020

2019

Low Noise Non-Linear Equalization Using Neural Networks and Belief Propagation.

[BibT_eX]

[DOI]

Etsushi Yamazaki

CoRR, 2019

An Experimentally Validated Channel Model for Molecular Communication Systems.

[BibT_eX]

[DOI]

IEEE Access, 2019

ViterbiNet: Symbol Detection Using a Deep Learning Based Viterbi Algorithm.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019

Deep Neural Network Symbol Detection for Millimeter Wave Communications.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018

SMIET: Simultaneous Molecular Information and Energy Transfer.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2018

Neural Network Detection of Data Sequences in Communication Systems.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2018

Optimal Detection for One-Shot Transmission Over Diffusion-Based Molecular Timing Channels.

[BibT_eX]

[DOI]

IEEE Trans. Mol. Biol. Multi Scale Commun., 2018

Exploiting Diversity in One-Shot Molecular Timing Channels via Order Statistics.

[BibT_eX]

[DOI]

IEEE Trans. Mol. Biol. Multi Scale Commun., 2018

Diffusive Molecular Communications With Reactive Molecules: Channel Modeling and Signal Design.

[BibT_eX]

[DOI]

IEEE Trans. Mol. Biol. Multi Scale Commun., 2018

Capacity Limits of Diffusion-Based Molecular Timing Channels With Finite Particle Lifetime.

[BibT_eX]

[DOI]

IEEE Trans. Mol. Biol. Multi Scale Commun., 2018

Non-Coherent Detection for Diffusive Molecular Communication Systems.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2018

Constant-Composition Codes for Maximum Likelihood Detection Without CSI in Diffusive Molecular Communications.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2018

Molecular Communication: Interconnecting Tiny NanoBio Devices.

[BibT_eX]

[DOI]

GetMobile Mob. Comput. Commun., 2018

Exploiting Diversity in Molecular Timing Channels via Order Statistics.

[BibT_eX]

[DOI]

CoRR, 2018

Variable Length Joint Source-Channel Coding of Text Using Deep Neural Networks.

[BibT_eX]

[DOI]

Milind Rao

Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

Neural Network Detectors for Molecular Communication Systems.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

Diffusive Molecular Communications with Reactive Signaling.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Communications, 2018

Deep Learning for Joint Source-Channel Coding of Text.

[BibT_eX]

[DOI]

Milind Rao

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Sliding Bidirectional Recurrent Neural Networks for Sequence Detection in Communication Systems.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Detection Over Rapidly Changing Communication Channels Using Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017

Communication System Design and Analysis for Asynchronous Molecular Timing Channels.

[BibT_eX]

[DOI]

IEEE Trans. Mol. Biol. Multi Scale Commun., 2017

Time-slotted transmission over molecular timing channels.

[BibT_eX]

[DOI]

Nano Commun. Networks, 2017

Optimal Detection for Diffusion-Based Molecular Timing Channels.

[BibT_eX]

[DOI]

CoRR, 2017

Non-Coherent Detection for Diffusive Molecular Communications.

[BibT_eX]

[DOI]

CoRR, 2017

SCW Codes for Optimal CSI-Free Detection in Diffusive Molecular Communications.

[BibT_eX]

[DOI]

CoRR, 2017

SCW Codes for Maximum Likelihood Detection in Diffusive Molecular Communications without Channel State Information.

[BibT_eX]

[DOI]

CoRR, 2017

Detection Algorithms for Communication Systems Using Deep Learning.

[BibT_eX]

[DOI]

Andrea J. Goldsmith

CoRR, 2017

Machine learning based channel modeling for molecular MIMO communications.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2017

SCW codes for optimal CSI-free detection in diffusive molecular communications.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Capacity of molecular channels with imperfect particle-intensity modulation and detection.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Diversity Gain of One-Shot Communication over Molecular Timing Channels.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Global Communications Conference, 2017

A Novel Experimental Platform for In-Vessel Multi-Chemical Molecular Communications.

[BibT_eX]

[DOI]

David Pan

Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016

Molecular communications: channel model and physical layer techniques.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2016

Molecular MIMO: From Theory to Prototype.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2016

Capacity Limits of Diffusion-Based Molecular Timing Channels.

[BibT_eX]

[DOI]

CoRR, 2016

A Comprehensive Survey of Recent Advancements in Molecular Communication.

[BibT_eX]

[DOI]

IEEE Commun. Surv. Tutorials, 2016

A molecular communication system using acids, bases and hydrogen ions.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2016

On Time-Slotted Communication over Molecular Timing Channels.

[BibT_eX]

[DOI]

Proceedings of the 3rd ACM International Conference on Nanoscale Computing and Communication, 2016

Non-Coherent Multiple-Symbol Detection for Diffusive Molecular Communications.

[BibT_eX]

[DOI]

Proceedings of the 3rd ACM International Conference on Nanoscale Computing and Communication, 2016

On the capacity of diffusion-based molecular timing channels.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2016

Energy model for vesicle-based active transport molecular communication.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Communications, 2016

Communication over Diffusion-Based Molecular Timing Channels.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Global Communications Conference, 2016

On the Impact of Time-Synchronization in Molecular Timing Channels.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Global Communications Conference, 2016

On the capacity of diffusion-based molecular timing channels with diversity.

[BibT_eX]

[DOI]

Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015

Molecular Versus Electromagnetic Wave Propagation Loss in Macro-Scale Environments.

[BibT_eX]

[DOI]

IEEE Trans. Mol. Biol. Multi Scale Commun., 2015

A Novel Molecular Communication System Using Acids, Bases and Hydrogen Ions.

[BibT_eX]

[DOI]

CoRR, 2015

Design and Optimizing of On-Chip Kinesin Substrates for Molecular Communication.

[BibT_eX]

[DOI]

CoRR, 2015

Demo: Molecular MIMO with Drift.

[BibT_eX]

[DOI]

Proceedings of the 21st Annual International Conference on Mobile Computing and Networking, 2015

Molecular MIMO communication link.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Conference on Computer Communications Workshops, 2015

Molecular barcodes: Information transmission via persistent chemical tags.

[BibT_eX]

[DOI]

Linchen Wang

Weisi Guo

Sebastian Magierowski

Proceedings of the 2015 IEEE International Conference on Communications, 2015

Under-water molecular signalling: A hidden transmitter and absent receivers problem.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Communications, 2015

A universal channel model for molecular communication systems with metal-oxide detectors.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Communications, 2015

Stable Distributions as Noise Models for Molecular Communication.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014

A Markov Chain Channel Model for Active Transport Molecular Communication.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2014

Channel and Noise Models for Nonlinear Molecular Communication Systems.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2014

Molecular communication link.

[BibT_eX]

[DOI]

Weisi Guo

Proceedings of the 2014 Proceedings IEEE INFOCOM Workshops, Toronto, ON, Canada, April 27, 2014

A molecular communication link for monitoring in confined environments.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2014

A realistic channel model for molecular communication with imperfect receivers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2014

2013

Table-Top Molecular Communication: Text Messages Through Chemical Signals.

[BibT_eX]

[DOI]

Weisi Guo

CoRR, 2013

2012

Resource Allocation via Linear Programming for Fractional Cooperation.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2012

A mathematical channel optimization formula for active transport molecular communication.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2012

2011

Quick system design of vesicle-based active transport molecular communication by using a simple transport model.

[BibT_eX]

[DOI]

Nano Commun. Networks, 2011

An experimental study of fractional cooperation in wireless mesh networks.

[BibT_eX]

[DOI]

Anthony Calce

Proceedings of the IEEE 22nd International Symposium on Personal, 2011

Channel Design and Optimization of Active Transport Molecular Communication.

[BibT_eX]

[DOI]

Proceedings of the Bio-Inspired Models of Networks, Information, and Computing Systems, 2011

2010

Resource Allocation via Linear Programming for Multi-Source, Multi-Relay Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2010

Information Rates of Active Propagation in Microchannel Molecular Communication.

[BibT_eX]

[DOI]

Proceedings of the Bio-Inspired Models of Network, Information, and Computing Systems, 2010

2009

Low-complexity cooperation with correlated sources: Diversity order analysis.

[BibT_eX]

[DOI]