Edge AI without Compromise: Efficient, Versatile and Accurate Neurocomputing in Resistive Random-Access Memory

no code implementations • 17 Aug 2021 • Weier Wan, Rajkumar Kubendran, Clemens Schaefer, S. Burc Eryilmaz, Wenqiang Zhang, Dabin Wu, Stephen Deiss, Priyanka Raina, He Qian, Bin Gao, Siddharth Joshi, Huaqiang Wu, H. -S. Philip Wong, Gert Cauwenberghs

Realizing today's cloud-level artificial intelligence functionalities directly on devices distributed at the edge of the internet calls for edge hardware capable of processing multiple modalities of sensory data (e. g. video, audio) at unprecedented energy-efficiency.

Image Classification Image Reconstruction

Automating Vitiligo Skin Lesion Segmentation Using Convolutional Neural Networks

no code implementations • 16 Dec 2019 • Makena Low, Priyanka Raina

We train the network on 247 images with a variety of lesion sizes, complexity, and anatomical sites.

Lesion Segmentation Segmentation +1