ZEST: Attention-based Zero-Shot Learning for Unseen IoT Device Classification

1 code implementation • 12 Oct 2023 • Binghui Wu, Philipp Gysel, Dinil Mon Divakaran, Mohan Gurusamy

Recent research works have proposed machine learning models for classifying IoT devices connected to a network.

Zero-Shot Learning

Ristretto: Hardware-Oriented Approximation of Convolutional Neural Networks

2 code implementations • 20 May 2016 • Philipp Gysel

Ristretto simulates the hardware arithmetic of a custom hardware accelerator.

Hardware-oriented Approximation of Convolutional Neural Networks

1 code implementation • 11 Apr 2016 • Philipp Gysel, Mohammad Motamedi, Soheil Ghiasi

One of the most important steps in accelerator development is hardware-oriented model approximation.