2017 was the year Artificial Intelligence (AI) became pervasive in homes, thanks in part to aggressive ad campaigns from Amazon and Google declaring their digital home assistants the new must-have household appliances, bringing the consumer vision of…
Efficient Winograd or Cook-Toom Convolution Kernel Implementation on Widely Used Mobile CPUs
The Winograd or Cook-Toom class of algorithms help to reduce the overall compute complexity of many modern deep convolutional neural networks (CNNs). Although there has been…
- over 1 year ago
- Arm Research
- Resources
10 things you should know about LwM2M
LightweightM2M is a device management protocol designed for sensor networks and the demands of a machine-to-machine (M2M) environment. Through their LwM2M specification,OMA SpecWorks have helped to address the need for a common standard for managing lightweight…
- over 1 year ago
- Arm Research
- Research Articles
Arm ML Research Enables Augmented Reality Mobile Apps through Low-Power Machine Learning
Augmented reality (AR) is a technology where virtual content is overlaid on top of the real world. If you’ve ever played with Snapchat “Lenses” on your mobile phone, to transform a selfie with a cartoon monocle or dog ears, you will…
- over 2 years ago
- Arm Research
- Research Articles