Toward Attention-based TinyML: A Heterogeneous Accelerated Architecture and Automated Deployment Flow

Philip Wiese, Gamze İslamoğlu, Moritz Scherer +5

One of the challenges for Tiny Machine Learning (tinyML) is keeping up with the evolution of Machine Learning models from Convolutional Neural Networks to Transformers. We address…