877 citations · 2k across the 39 of their papers we have counts for
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Communication System Design and Analysis for Asynchronous Molecular Timing Channels
Nariman Farsad, Yonathan Murin, Weisi Guo +3
Two new asynchronous modulation techniques for molecular timing (MT) channels are proposed. One based on modulating information on the time between two consecutive releases of indi…
Sliding Bidirectional Recurrent Neural Networks for Sequence Detection in Communication Systems
Nariman Farsad, Andrea Goldsmith
The design and analysis of communication systems typically rely on the development of mathematical models that describe the underlying communication channel. However, in some syste…
Deep Learning for Joint Source-Channel Coding of Text
Nariman Farsad, Milind Rao, Andrea Goldsmith
We consider the problem of joint source and channel coding of structured data such as natural language over a noisy channel. The typical approach to this problem in both theory and…
Neural Network Detection of Data Sequences in Communication Systems
Nariman Farsad, Andrea Goldsmith
We consider detection based on deep learning, and show it is possible to train detectors that perform well without any knowledge of the underlying channel models. Moreover, when th…
Exploiting Diversity in Molecular Timing Channels via Order Statistics
Yonathan Murin, Nariman Farsad, Mainak Chowdhury +1
We study diversity in one-shot communication over molecular timing channels. We consider a channel model where the transmitter simultaneously releases a large number of information…