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Information Theoretic Limits of Molecular Communication and System Design U...

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David Packard Electrical Engineering, Room 202

350 Serra Mall

Stanford University, CA 94305

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Molecular communication is a new and bio-inspired field, where chemical signals are used to transfer information instead of electromagnetic or electrical signals. In this talk, we first explore some of the fundamental limits of molecular communication channels, evaluate how capacity scales with respect to the number of particles released by the transmitter, and the optimal input distribution. Finally, since the underlying channel models for some molecular communication systems are unknown, we demonstrate how techniques from machine learning and deep learning can be used to design components such as detection algorithms, directly from transmission data, without any knowledge of the underlying channel models.

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David Packard Electrical Engineering, Room 202

350 Serra Mall

Stanford University, CA 94305

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