Tag: dnn

AI Machine Learning & Data Science Research

Proposed ‘New Hope’ Blockchain Platforms Enable Large-Scale DNN Training on Smart Contracts

A recent paper proposes A New Hope (ANH), a set of novel blockchain platforms designed to enable the integration of large-scale deep neural networks (DNNs) into smart contracts.

AI Research

Failures of Deep Learning

In 2015, Anh Nguyen published a paper in CVPR that identified a limit in computer vision, where you can fool a deep neural network (DNN) by changing an image in a way that’s imperceptible to humans, but can cause the DNN to label the image as something else entirely.