Search Results for author: Trevor E. Carlson

Found 3 papers, 1 papers with code

SOTERIA: In Search of Efficient Neural Networks for Private Inference

1 code implementation25 Jul 2020 Anshul Aggarwal, Trevor E. Carlson, Reza Shokri, Shruti Tople

In this setting, our objective is to protect the confidentiality of both the users' input queries as well as the model parameters at the server, with modest computation and communication overhead.

Neural Architecture Search

Rectified Linear Postsynaptic Potential Function for Backpropagation in Deep Spiking Neural Networks

no code implementations26 Mar 2020 Malu Zhang, Jiadong Wang, Burin Amornpaisannon, Zhixuan Zhang, VPK Miriyala, Ammar Belatreche, Hong Qu, Jibin Wu, Yansong Chua, Trevor E. Carlson, Haizhou Li

In STDBP algorithm, the timing of individual spikes is used to convey information (temporal coding), and learning (back-propagation) is performed based on spike timing in an event-driven manner.

Decision Making

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