IBM Research recently announced the community edition of a framework for federated learning.
IBM cloud researchers released version 1.0.0 of OpenAPI-to-GraphQL, a library to auto-generate GraphQL wrappers for existing REST(-like) APIs. In contrast to other libraries, OASGraph is data-centric, understands swaggers and Open API Specification (OpenAPI 3.0.0) files, sanitizes / de-sanitizes parts of REST APIs not compatible with GraphQL, and makes use of OpenAPI 3.0.0 features like links to generate more usable GraphQL interfaces.
Recent years have brought a tremendous proliferation of hardware acceleration and computation devices such as GPUs and FPGAs to address the ever-increasing need for computational power. Deep learning, which requires the processing of large volumes of data through computationally intensive neural networks, has both been enabled by and driven the development of advanced computational hardware. […]
Recent years have seen tremendous advances in the development of artificial intelligence (AI). Modern AI systems achieve human-level performance on cognitive tasks such as recognizing objects in images, annotating videos, converting speech to text, or translating between different languages. Many of these breakthrough results are based on Deep Neural Networks (DNNs). DNNs are complex machine […]
Since our bio-inspired machine learning technology “Dynamic Boltzmann Machine (DyBM)” debuted in the fall of 2015, we received many comments on the music demo and human evolution image that we used to show how an artificial neural network learns about different topics in different formats. Many developers expressed interest in using the code to let […]
A Q&A with Ezra Silvera Ezra Silvera is an IBM researcher who has been tackling the challenge of massive scale data in the cloud’s virtual machines for over a decade. In plain English, he tries to get groups of computers to work together as one virtual machine, and process petabytes of data, without anyone knowing […]
TJBot — a DIY kit to build a programmable AI cardboard robot powered by Watson — made his debut at the Watson Developer Conference less than two months ago, but already he’s been laser cut and 3D printed at locations spanning South Africa, Kenya, Italy, Germany, Switzerland, Pakistan, Canada and Hong Kong. We’ve had interest […]