Nariman Farsad

Orcid: 0000-0003-0157-1596

According to our database1, Nariman Farsad authored at least 87 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Video-Language Critic: Transferable Reward Functions for Language-Conditioned Robotics.
CoRR, 2024

2023
Benchmarking Neural Capacity Estimation: Viability and Reliability.
IEEE Trans. Commun., May, 2023

MICAL: Mutual Information-Based CNN-Aided Learned Factor Graphs for Seizure Detection From EEG Signals.
IEEE Access, 2023

2022
Learned Factor Graphs for Inference From Stationary Time Sequences.
IEEE Trans. Signal Process., 2022

Guest editorial for signal processing aspects of molecular communications.
Digit. Signal Process., 2022

Deep Unfolding for Iterative Stripe Noise Removal.
Proceedings of the International Joint Conference on Neural Networks, 2022

Neural Capacity Estimators: How Reliable Are They?
Proceedings of the IEEE International Conference on Communications, 2022

CNN-Aided Factor Graphs with Estimated Mutual Information Features for Seizure Detection.
Proceedings of the IEEE International Conference on Acoustics, 2022

Personalized Sleep State Classification via Learned Factor Graphs.
Proceedings of the 30th European Signal Processing Conference, 2022

2021
Model-Based Machine Learning for Communications.
CoRR, 2021

A Survey on Modulation Techniques in Molecular Communication via Diffusion.
IEEE Commun. Surv. Tutorials, 2021

Neural Computation of Capacity Region of Memoryless Multiple Access Channels.
Proceedings of the IEEE International Symposium on Information Theory, 2021

Sparse Multi-Decoder Recursive Projection Aggregation for Reed-Muller Codes.
Proceedings of the IEEE International Symposium on Information Theory, 2021

Efficient Epileptic Seizure Detection Using CNN-Aided Factor Graphs.
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.
IEEE Trans. Wirel. Commun., 2020

Capacities and Optimal Input Distributions for Particle-Intensity Channels.
IEEE Trans. Mol. Biol. Multi Scale Commun., 2020

Two-Way Molecular Communications.
IEEE Trans. Commun., 2020

Inference from Stationary Time Sequences via Learned Factor Graphs.
CoRR, 2020

Data-driven symbol detection via model-based machine learning.
Commun. Inf. Syst., 2020

Data-Driven Factor Graphs for Deep Symbol Detection.
Proceedings of the IEEE International Symposium on Information Theory, 2020

2019
Low Noise Non-Linear Equalization Using Neural Networks and Belief Propagation.
CoRR, 2019

An Experimentally Validated Channel Model for Molecular Communication Systems.
IEEE Access, 2019

ViterbiNet: Symbol Detection Using a Deep Learning Based Viterbi Algorithm.
Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019

Deep Neural Network Symbol Detection for Millimeter Wave Communications.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018
SMIET: Simultaneous Molecular Information and Energy Transfer.
IEEE Wirel. Commun., 2018

Neural Network Detection of Data Sequences in Communication Systems.
IEEE Trans. Signal Process., 2018

Optimal Detection for One-Shot Transmission Over Diffusion-Based Molecular Timing Channels.
IEEE Trans. Mol. Biol. Multi Scale Commun., 2018

Exploiting Diversity in One-Shot Molecular Timing Channels via Order Statistics.
IEEE Trans. Mol. Biol. Multi Scale Commun., 2018

Diffusive Molecular Communications With Reactive Molecules: Channel Modeling and Signal Design.
IEEE Trans. Mol. Biol. Multi Scale Commun., 2018

Capacity Limits of Diffusion-Based Molecular Timing Channels With Finite Particle Lifetime.
IEEE Trans. Mol. Biol. Multi Scale Commun., 2018

Non-Coherent Detection for Diffusive Molecular Communication Systems.
IEEE Trans. Commun., 2018

Constant-Composition Codes for Maximum Likelihood Detection Without CSI in Diffusive Molecular Communications.
IEEE Trans. Commun., 2018

Molecular Communication: Interconnecting Tiny NanoBio Devices.
GetMobile Mob. Comput. Commun., 2018

Exploiting Diversity in Molecular Timing Channels via Order Statistics.
CoRR, 2018

Variable Length Joint Source-Channel Coding of Text Using Deep Neural Networks.
Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

Neural Network Detectors for Molecular Communication Systems.
Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

Diffusive Molecular Communications with Reactive Signaling.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Deep Learning for Joint Source-Channel Coding of Text.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Sliding Bidirectional Recurrent Neural Networks for Sequence Detection in Communication Systems.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Detection Over Rapidly Changing Communication Channels Using Deep Learning.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017
Communication System Design and Analysis for Asynchronous Molecular Timing Channels.
IEEE Trans. Mol. Biol. Multi Scale Commun., 2017

Time-slotted transmission over molecular timing channels.
Nano Commun. Networks, 2017

Optimal Detection for Diffusion-Based Molecular Timing Channels.
CoRR, 2017

Non-Coherent Detection for Diffusive Molecular Communications.
CoRR, 2017

SCW Codes for Optimal CSI-Free Detection in Diffusive Molecular Communications.
CoRR, 2017

SCW Codes for Maximum Likelihood Detection in Diffusive Molecular Communications without Channel State Information.
CoRR, 2017

Detection Algorithms for Communication Systems Using Deep Learning.
CoRR, 2017

Machine learning based channel modeling for molecular MIMO communications.
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.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Capacity of molecular channels with imperfect particle-intensity modulation and detection.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Diversity Gain of One-Shot Communication over Molecular Timing Channels.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

A Novel Experimental Platform for In-Vessel Multi-Chemical Molecular Communications.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016
Molecular communications: channel model and physical layer techniques.
IEEE Wirel. Commun., 2016

Molecular MIMO: From Theory to Prototype.
IEEE J. Sel. Areas Commun., 2016

Capacity Limits of Diffusion-Based Molecular Timing Channels.
CoRR, 2016

A Comprehensive Survey of Recent Advancements in Molecular Communication.
IEEE Commun. Surv. Tutorials, 2016

A molecular communication system using acids, bases and hydrogen ions.
Proceedings of the 17th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2016

On Time-Slotted Communication over Molecular Timing Channels.
Proceedings of the 3rd ACM International Conference on Nanoscale Computing and Communication, 2016

Non-Coherent Multiple-Symbol Detection for Diffusive Molecular Communications.
Proceedings of the 3rd ACM International Conference on Nanoscale Computing and Communication, 2016

On the capacity of diffusion-based molecular timing channels.
Proceedings of the IEEE International Symposium on Information Theory, 2016

Energy model for vesicle-based active transport molecular communication.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

Communication over Diffusion-Based Molecular Timing Channels.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

On the Impact of Time-Synchronization in Molecular Timing Channels.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

On the capacity of diffusion-based molecular timing channels with diversity.
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015
Molecular Versus Electromagnetic Wave Propagation Loss in Macro-Scale Environments.
IEEE Trans. Mol. Biol. Multi Scale Commun., 2015

A Novel Molecular Communication System Using Acids, Bases and Hydrogen Ions.
CoRR, 2015

Design and Optimizing of On-Chip Kinesin Substrates for Molecular Communication.
CoRR, 2015

Demo: Molecular MIMO with Drift.
Proceedings of the 21st Annual International Conference on Mobile Computing and Networking, 2015

Molecular MIMO communication link.
Proceedings of the 2015 IEEE Conference on Computer Communications Workshops, 2015

Molecular barcodes: Information transmission via persistent chemical tags.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

Under-water molecular signalling: A hidden transmitter and absent receivers problem.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

A universal channel model for molecular communication systems with metal-oxide detectors.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

Stable Distributions as Noise Models for Molecular Communication.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014
A Markov Chain Channel Model for Active Transport Molecular Communication.
IEEE Trans. Signal Process., 2014

Channel and Noise Models for Nonlinear Molecular Communication Systems.
IEEE J. Sel. Areas Commun., 2014

Molecular communication link.
Proceedings of the 2014 Proceedings IEEE INFOCOM Workshops, Toronto, ON, Canada, April 27, 2014

A molecular communication link for monitoring in confined environments.
Proceedings of the IEEE International Conference on Communications, 2014

A realistic channel model for molecular communication with imperfect receivers.
Proceedings of the IEEE International Conference on Communications, 2014

2013
Table-Top Molecular Communication: Text Messages Through Chemical Signals.
CoRR, 2013

2012
Resource Allocation via Linear Programming for Fractional Cooperation.
IEEE Trans. Wirel. Commun., 2012

A mathematical channel optimization formula for active transport molecular communication.
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.
Nano Commun. Networks, 2011

An experimental study of fractional cooperation in wireless mesh networks.
Proceedings of the IEEE 22nd International Symposium on Personal, 2011

Channel Design and Optimization of Active Transport Molecular Communication.
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.
Proceedings of IEEE International Conference on Communications, 2010

Information Rates of Active Propagation in Microchannel Molecular Communication.
Proceedings of the Bio-Inspired Models of Network, Information, and Computing Systems, 2010

2009
Low-complexity cooperation with correlated sources: Diversity order analysis.
Proceedings of the 43rd Annual Conference on Information Sciences and Systems, 2009


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