Search Results for author: Dario Dematties

Found 2 papers, 0 papers with code

Adversarial Predictions of Data Distributions Across Federated Internet-of-Things Devices

no code implementations28 Aug 2023 Samir Rajani, Dario Dematties, Nathaniel Hudson, Kyle Chard, Nicola Ferrier, Rajesh Sankaran, Peter Beckman

Despite this, recent works have demonstrated that data reconstruction can be done with the locally trained model updates which are communicated across the network.

Federated Learning

Deep learning of nanopore sensing signals using a bi-path network

no code implementations8 May 2021 Dario Dematties, Chenyu Wen, Mauricio David Pérez, Dian Zhou, Shi-Li Zhang

Temporary changes in electrical resistance of a nanopore sensor caused by translocating target analytes are recorded as a sequence of pulses on current traces.

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