Nariman Farsad

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 91

Top Venues

CoRR

IEEE Trans. Mol. Biol. Multi Scale Commun.

ICC

ISIT

Publications

Minttu Alakuijala, Reginald McLean, Isaac Woungang, Nariman Farsad, Samuel Kaski, Pekka Marttinen, Kai Yuan
Video-Language Critic: Transferable Reward Functions for Language-Conditioned Robotics. CoRR (2024)
Farhad Mirkarimi, Stefano Rini, Nariman Farsad
Benchmarking Neural Capacity Estimation: Viability and Reliability. IEEE Trans. Commun. 71 (5) (2023)
Bahareh Salafian, Eyal Fishel Ben-Knaan, Nir Shlezinger, Sandrine de Ribaupierre, Nariman Farsad
MICAL: Mutual Information-Based CNN-Aided Learned Factor Graphs for Seizure Detection From EEG Signals. IEEE Access 11 (2023)
Nir Shlezinger, Nariman Farsad, Yonina C. Eldar, Andrea J. Goldsmith
Learned Factor Graphs for Inference From Stationary Time Sequences. IEEE Trans. Signal Process. 70 (2022)
Zeshan Fayyaz, Daniel Platnick, Hannan Fayyaz, Nariman Farsad
Deep Unfolding for Iterative Stripe Noise Removal. CoRR (2022)
Bahareh Salafian, Eyal Fishel Ben-Knaan, Nir Shlezinger, Sandrine de Ribaupierre, Nariman Farsad
CNN-Aided Factor Graphs with Estimated Mutual Information Features for Seizure Detection. ICASSP (2022)
Zeshan Fayyaz, Daniel Platnick, Hannan Fayyaz, Nariman Farsad
Deep Unfolding for Iterative Stripe Noise Removal. IJCNN (2022)
Baris Atakan, Sebastià Galmés, Werner Haselmayr, Nariman Farsad, Tadashi Nakano
Guest editorial for signal processing aspects of molecular communications. Digit. Signal Process. 124 (2022)
Farhad Mirkarimi, Stefano Rini, Nariman Farsad
Neural Capacity Estimators: How Reliable Are They? ICC (2022)
Bar Rubinstein, Yoav Filin, Nir Shlezinger, Nariman Farsad
Personalized Sleep State Classification via Learned Factor Graphs. EUSIPCO (2022)
Farhad Mirkarimi, Stefano Rini, Nariman Farsad
Neural Capacity Estimators: How Reliable Are They? CoRR (2021)
Nariman Farsad, Nir Shlezinger, Andrea J. Goldsmith, Yonina C. Eldar
Data-Driven Symbol Detection Via Model-Based Machine Learning. SSP (2021)
Mehmet Sükrü Kuran, Huseyin Birkan Yilmaz, Ilker Demirkol, Nariman Farsad, Andrea Goldsmith
A Survey on Modulation Techniques in Molecular Communication via Diffusion. IEEE Commun. Surv. Tutorials 23 (1) (2021)
Nir Shlezinger, Nariman Farsad, Yonina C. Eldar, Andrea J. Goldsmith
Model-Based Machine Learning for Communications. CoRR (2021)
Farhad Mirkarimi, Nariman Farsad
Neural Computation of Capacity Region of Memoryless Multiple Access Channels. CoRR (2021)
Farhad Mirkarimi, Nariman Farsad
Neural Computation of Capacity Region of Memoryless Multiple Access Channels. ISIT (2021)
Dorsa Fathollahi, Nariman Farsad, Seyyed Ali Hashemi, Marco Mondelli
Sparse Multi-Decoder Recursive Projection Aggregation for Reed-Muller Codes. ISIT (2021)
Bahareh Salafian, Eyal Fishel Ben, Nir Shlezinger, Sandrine de Ribaupierre, Nariman Farsad
Efficient Epileptic Seizure Detection Using CNN-Aided Factor Graphs. EMBC (2021)
Nariman Farsad, Will Chuang, Andrea Goldsmith, Christos Komninakis, Muriel Médard, Christopher Rose, Lieven Vandenberghe, Emily E. Wesel, Richard D. Wesel
Capacities and Optimal Input Distributions for Particle-Intensity Channels. CoRR (2020)
Nariman Farsad, Nir Shlezinger, Andrea J. Goldsmith, Yonina C. Eldar
Data-driven symbol detection via model-based machine learning. Commun. Inf. Syst. 20 (3) (2020)
Jong Woo Kwak, Huseyin Birkan Yilmaz, Nariman Farsad, Chan-Byoung Chae, Andrea J. Goldsmith
Two-Way Molecular Communications. IEEE Trans. Commun. 68 (6) (2020)
Nir Shlezinger, Nariman Farsad, Yonina C. Eldar, Andrea J. Goldsmith
Data-Driven Factor Graphs for Deep Symbol Detection. CoRR (2020)
Nariman Farsad, Nir Shlezinger, Andrea J. Goldsmith, Yonina C. Eldar
Data-Driven Symbol Detection via Model-Based Machine Learning. CoRR (2020)
Nir Shlezinger, Nariman Farsad, Yonina C. Eldar, Andrea J. Goldsmith
ViterbiNet: A Deep Learning Based Viterbi Algorithm for Symbol Detection. IEEE Trans. Wirel. Commun. 19 (5) (2020)
Dorsa Fathollahi, Nariman Farsad, Seyyed Ali Hashemi, Marco Mondelli
Sparse Multi-Decoder Recursive Projection Aggregation for Reed-Muller Codes. CoRR (2020)
Nir Shlezinger, Nariman Farsad, Yonina C. Eldar, Andrea J. Goldsmith
Data-Driven Factor Graphs for Deep Symbol Detection. ISIT (2020)
Nir Shlezinger, Nariman Farsad, Yonina C. Eldar, Andrea J. Goldsmith
Inference from Stationary Time Sequences via Learned Factor Graphs. CoRR (2020)
Mehmet Sükrü Kuran, Huseyin Birkan Yilmaz, Ilker Demirkol, Nariman Farsad, Andrea Goldsmith
A Survey on Modulation Techniques in Molecular Communication via Diffusion. CoRR (2020)
Nariman Farsad, Will Chuang, Andrea Goldsmith, Christos Komninakis, Muriel Médard, Christopher Rose, Lieven Vandenberghe, Emily E. Wesel, Richard D. Wesel
Capacities and Optimal Input Distributions for Particle-Intensity Channels. IEEE Trans. Mol. Biol. Multi Scale Commun. 6 (3) (2020)
Nir Shlezinger, Yonina C. Eldar, Nariman Farsad, Andrea J. Goldsmith
ViterbiNet: Symbol Detection Using a Deep Learning Based Viterbi Algorithm. SPAWC (2019)
Etsushi Yamazaki, Nariman Farsad, Andrea Goldsmith
Low Noise Non-Linear Equalization Using Neural Networks and Belief Propagation. CoRR (2019)
Yun Liao, Nariman Farsad, Nir Shlezinger, Yonina C. Eldar, Andrea J. Goldsmith
Deep Neural Network Symbol Detection for Millimeter Wave Communications. CoRR (2019)
Yun Liao, Nariman Farsad, Nir Shlezinger, Yonina C. Eldar, Andrea J. Goldsmith
Deep Neural Network Symbol Detection for Millimeter Wave Communications. GLOBECOM (2019)
Vahid Jamali, Nariman Farsad, Robert Schober, Andrea Goldsmith
Diffusive Molecular Communications with Reactive Molecules: Channel Modeling and Signal Design. CoRR (2019)
Na-Rae Kim, Nariman Farsad, Changmin Lee, Andrew W. Eckford, Chan-Byoung Chae
An Experimentally Validated Channel Model for Molecular Communication Systems. IEEE Access 7 (2019)
Nir Shlezinger, Nariman Farsad, Yonina C. Eldar, Andrea J. Goldsmith
ViterbiNet: A Deep Learning Based Viterbi Algorithm for Symbol Detection. CoRR (2019)
Jong Woo Kwack, Huseyin Birkan Yilmaz, Nariman Farsad, Chan-Byoung Chae, Andrea Goldsmith
Two-Way Molecular Communications. CoRR (2019)
Nariman Farsad, Andrea Goldsmith
Neural Network Detectors for Molecular Communication Systems. SPAWC (2018)
Nariman Farsad, Andrea Goldsmith
Neural Network Detection of Data Sequences in Communication Systems. CoRR (2018)
Milind Rao, Nariman Farsad, Andrea Goldsmith
Variable Length Joint Source-Channel Coding of Text Using Deep Neural Networks. SPAWC (2018)
Vahid Jamali, Nariman Farsad, Robert Schober, Andrea Goldsmith
Diffusive Molecular Communications With Reactive Molecules: Channel Modeling and Signal Design. IEEE Trans. Mol. Biol. Multi Scale Commun. 4 (3) (2018)
Nariman Farsad, Andrea Goldsmith
Sliding Bidirectional Recurrent Neural Networks for Sequence Detection in Communication Systems. CoRR (2018)
Nariman Farsad
Molecular Communication: Interconnecting Tiny NanoBio Devices. GetMobile Mob. Comput. Commun. 22 (2) (2018)
Nariman Farsad, Andrea Goldsmith
Neural Network Detection of Data Sequences in Communication Systems. IEEE Trans. Signal Process. 66 (21) (2018)
Nariman Farsad, Yonathan Murin, Weisi Guo, Chan-Byoung Chae, Andrew W. Eckford, Andrea Goldsmith
Communication System Design and Analysis for Asynchronous Molecular Timing Channels. CoRR (2018)
Nariman Farsad, Andrea Goldsmith
Sliding Bidirectional Recurrent Neural Networks for Sequence Detection in Communication Systems. ICASSP (2018)
Yonathan Murin, Nariman Farsad, Mainak Chowdhury, Andrea Goldsmith
Optimal Detection for One-Shot Transmission Over Diffusion-Based Molecular Timing Channels. IEEE Trans. Mol. Biol. Multi Scale Commun. 4 (2) (2018)
Weisi Guo, Yansha Deng, Huseyin Birkan Yilmaz, Nariman Farsad, Maged Elkashlan, Andrew W. Eckford, Arumugam Nallanathan, Chan-Byoung Chae
SMIET: Simultaneous Molecular Information and Energy Transfer. IEEE Wirel. Commun. 25 (1) (2018)
Vahid Jamali, Nariman Farsad, Robert Schober, Andrea Goldsmith
Diffusive Molecular Communications with Reactive Signaling. ICC (2018)
Vahid Jamali, Arman Ahmadzadeh, Nariman Farsad, Robert Schober
Constant-Composition Codes for Maximum Likelihood Detection Without CSI in Diffusive Molecular Communications. IEEE Trans. Commun. 66 (5) (2018)
Jong Woo Kwack, Huseyin Birkan Yilmaz, Nariman Farsad, Chan-Byoung Chae, Andrea Goldsmith
Two way molecular communications. NANOCOM (2018)
Nariman Farsad, Milind Rao, Andrea Goldsmith
Deep Learning for Joint Source-Channel Coding of Text. ICASSP (2018)
Vahid Jamali, Nariman Farsad, Robert Schober, Andrea Goldsmith
Non-Coherent Detection for Diffusive Molecular Communication Systems. IEEE Trans. Commun. 66 (6) (2018)
Yonathan Murin, Nariman Farsad, Mainak Chowdhury, Andrea Goldsmith
Exploiting Diversity in One-Shot Molecular Timing Channels via Order Statistics. IEEE Trans. Mol. Biol. Multi Scale Commun. 4 (1) (2018)
Nariman Farsad, Yonathan Murin, Andrew W. Eckford, Andrea Goldsmith
Capacity Limits of Diffusion-Based Molecular Timing Channels With Finite Particle Lifetime. IEEE Trans. Mol. Biol. Multi Scale Commun. 4 (2) (2018)
Nariman Farsad, Andrea Goldsmith
Detection Over Rapidly Changing Communication Channels Using Deep Learning. ACSSC (2018)
Yonathan Murin, Nariman Farsad, Mainak Chowdhury, Andrea Goldsmith
Exploiting Diversity in Molecular Timing Channels via Order Statistics. CoRR (2018)
Nariman Farsad, Milind Rao, Andrea Goldsmith
Deep Learning for Joint Source-Channel Coding of Text. CoRR (2018)
Nariman Farsad, Andrea J. Goldsmith
Detection Algorithms for Communication Systems Using Deep Learning. CoRR (2017)
Nariman Farsad, Yonathan Murin, Weisi Guo, Chan-Byoung Chae, Andrew W. Eckford, Andrea Goldsmith
Communication System Design and Analysis for Asynchronous Molecular Timing Channels. IEEE Trans. Mol. Biol. Multi Scale Commun. 3 (4) (2017)
Vahid Jamali, Arman Ahmadzadeh, Nariman Farsad, Robert Schober
SCW Codes for Maximum Likelihood Detection in Diffusive Molecular Communications without Channel State Information. CoRR (2017)
Yonathan Murin, Mainak Chowdhury, Nariman Farsad, Andrea Goldsmith
Diversity gain of one-shot communication over molecular timing channels. CoRR (2017)
Nariman Farsad, David Pan, Andrea J. Goldsmith
A Novel Experimental Platform for In-Vessel Multi-Chemical Molecular Communications. CoRR (2017)
Nariman Farsad, Christopher Rose, Muriel Médard, Andrea J. Goldsmith
Capacity of Molecular Channels with Imperfect Particle-Intensity Modulation and Detection. CoRR (2017)
Changmin Lee, Huseyin Birkan Yilmaz, Chan-Byoung Chae, Nariman Farsad, Andrea J. Goldsmith
Machine Learning based Channel Modeling for Molecular MIMO Communications. CoRR (2017)
Nariman Farsad, David Pan, Andrea Goldsmith
A Novel Experimental Platform for In-Vessel Multi-Chemical Molecular Communications. GLOBECOM (2017)
Vahid Jamali, Nariman Farsad, Robert Schober, Andrea Goldsmith
Non-Coherent Detection for Diffusive Molecular Communications. CoRR (2017)
Yonathan Murin, Nariman Farsad, Mainak Chowdhury, Andrea Goldsmith
Time-slotted transmission over molecular timing channels. Nano Commun. Networks 12 (2017)
Vahid Jamali, Arman Ahmadzadeh, Nariman Farsad, Robert Schober, Andrea J. Goldsmith
SCW Codes for Optimal CSI-Free Detection in Diffusive Molecular Communications. CoRR (2017)
Vahid Jamali, Nariman Farsad, Robert Schober, Andrea Goldsmith
Diffusive Molecular Communications with Reactive Signaling. CoRR (2017)
Changmin Lee, Huseyin Birkan Yilmaz, Chan-Byoung Chae, Nariman Farsad, Andrea Goldsmith
Machine learning based channel modeling for molecular MIMO communications. SPAWC (2017)
Yonathan Murin, Nariman Farsad, Mainak Chowdhury, Andrea Goldsmith
Optimal Detection for Diffusion-Based Molecular Timing Channels. CoRR (2017)
Nariman Farsad, Christopher Rose, Muriel Médard, Andrea Goldsmith
Capacity of molecular channels with imperfect particle-intensity modulation and detection. ISIT (2017)
Vahid Jamali, Arman Ahmadzadeh, Nariman Farsad, Robert Schober
SCW codes for optimal CSI-free detection in diffusive molecular communications. ISIT (2017)
Yonathan Murin, Mainak Chowdhury, Nariman Farsad, Andrea Goldsmith
Diversity Gain of One-Shot Communication over Molecular Timing Channels. GLOBECOM (2017)
Nariman Farsad, Huseyin Birkan Yilmaz, Chan-Byoung Chae, Andrea J. Goldsmith
Energy model for vesicle-based active transport molecular communication. ICC (2016)
Yonathan Murin, Nariman Farsad, Mainak Chowdhury, Andrea J. Goldsmith
Communication over Diffusion-Based Molecular Timing Channels. GLOBECOM (2016)
Weisi Guo, A. Taufiq Asyhari, Nariman Farsad, Huseyin Birkan Yilmaz, Bin Li, Andrew W. Eckford, Chan-Byoung Chae
Molecular communications: channel model and physical layer techniques. IEEE Wirel. Commun. 23 (4) (2016)
Nariman Farsad, Andrea Goldsmith
A molecular communication system using acids, bases and hydrogen ions. SPAWC (2016)
Bonhong Koo, Changmin Lee, Huseyin Birkan Yilmaz, Nariman Farsad, Andrew W. Eckford, Chan-Byoung Chae
Molecular MIMO: From Theory to Prototype. CoRR (2016)
Nariman Farsad, Yonathan Murin, Weisi Guo, Chan-Byoung Chae, Andrew W. Eckford, Andrea J. Goldsmith
On the Impact of Time-Synchronization in Molecular Timing Channels. CoRR (2016)
Nariman Farsad, Yonathan Murin, Andrew W. Eckford, Andrea Goldsmith
Capacity Limits of Diffusion-Based Molecular Timing Channels. CoRR (2016)
Yonathan Murin, Nariman Farsad, Mainak Chowdhury, Andrea J. Goldsmith
On Time-Slotted Communication over Molecular Timing Channels. NANOCOM (2016)
Weisi Guo, Yansha Deng, Huseyin Birkan Yilmaz, Nariman Farsad, Maged Elkashlan, Chan-Byoung Chae, Andrew W. Eckford, Arumugam Nallanathan
SMIET: Simultaneous Molecular Information and Energy Transfer. CoRR (2016)
Nariman Farsad, Huseyin Birkan Yilmaz, Andrew W. Eckford, Chan-Byoung Chae, Weisi Guo
A Comprehensive Survey of Recent Advancements in Molecular Communication. IEEE Commun. Surv. Tutorials 18 (3) (2016)
Bonhong Koo, Changmin Lee, Huseyin Birkan Yilmaz, Nariman Farsad, Andrew W. Eckford, Chan-Byoung Chae
Molecular MIMO: From Theory to Prototype. IEEE J. Sel. Areas Commun. 34 (3) (2016)
Nariman Farsad, Yonathan Murin, Milind Rao, Andrea J. Goldsmith
On the capacity of diffusion-based molecular timing channels with diversity. ACSSC (2016)
Nariman Farsad, Yonathan Murin, Weisi Guo, Chan-Byoung Chae, Andrew W. Eckford, Andrea Goldsmith
On the Impact of Time-Synchronization in Molecular Timing Channels. GLOBECOM (2016)
Nariman Farsad, Yonathan Murin, Andrew W. Eckford, Andrea J. Goldsmith
On the capacity of diffusion-based molecular timing channels. ISIT (2016)
Vahid Jamali, Nariman Farsad, Robert Schober, Andrea J. Goldsmith
Non-Coherent Multiple-Symbol Detection for Diffusive Molecular Communications. NANOCOM (2016)
Nariman Farsad, Yonathan Murin, Andrew W. Eckford, Andrea Goldsmith
On the Capacity of Diffusion-Based Molecular Timing Channels. CoRR (2016)
Na-Rae Kim, Nariman Farsad, Chan-Byoung Chae, Andrew W. Eckford
A universal channel model for molecular communication systems with metal-oxide detectors. ICC (2015)
Weisi Guo, A. Taufiq Asyhari, Nariman Farsad, Huseyin Birkan Yilmaz, Bin Li, Andrew W. Eckford, Chan-Byoung Chae
Molecular Communications: Channel Model and Physical Layer Techniques. CoRR (2015)
Nariman Farsad, Huseyin Birkan Yilmaz, Chan-Byoung Chae, Andrea Goldsmith
Energy Model for Vesicle-Based Active Transport Molecular Communication. CoRR (2015)
Song Qiu, Nariman Farsad, Yin Dong, Andrew W. Eckford, Weisi Guo
Under-water molecular signalling: A hidden transmitter and absent receivers problem. ICC (2015)
Nariman Farsad, Andrew W. Eckford, Satoshi Hiyama
Design and Optimizing of On-Chip Kinesin Substrates for Molecular Communication. CoRR (2015)
Changmin Lee, Bonhong Koo, Na-Rae Kim, Huseyin Birkan Yilmaz, Nariman Farsad, Andrew W. Eckford, Chan-Byoung Chae
Demo: Molecular MIMO with Drift. MobiCom (2015)
Changmin Lee, Bonhong Koo, Na-Rae Kim, Huseyin Birkan Yilmaz, Nariman Farsad, Andrew W. Eckford, Chan-Byoung Chae
Molecular MIMO communication link. INFOCOM Workshops (2015)
Nariman Farsad, Weisi Guo, Chan-Byoung Chae, Andrew W. Eckford
Stable Distributions as Noise Models for Molecular Communication. CoRR (2015)
Nariman Farsad, Weisi Guo, Chan-Byoung Chae, Andrew W. Eckford
Stable Distributions as Noise Models for Molecular Communication. GLOBECOM (2015)

Nariman Farsad.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Nariman Farsad