Advanced Computing in the Age of AI|Sunday, January 17, 2021
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Neural Networks

OpenAI Extends GPT-3 to Combine NLP with Images

A pair of neural networks unleashed by GPT-3 developer OpenAI use text in the form of image captions as a way of generating images, a predictive approach that developers ...Full Article

Honey I Shrunk the Model: Why Big Machine Learning Models Must Go Small

Bigger is not always better for machine learning. Yet, deep learning models and the datasets on which they’re trained keep expanding, as researchers race to outdo one another while ...Full Article

Hardware Acceleration of Recurrent Neural Networks: the Need and the Challenges

Recurrent neural networks (RNNs) have shown phenomenal success in several sequence learning tasks such as machine translation, language processing, image captioning, scene labeling, action recognition, time-series forecasting, and music ...Full Article

Army Deploys AI for Battlefield of Things

Deep neural networks are being mustered by U.S. military researchers to marshal new technology forces on the Internet of Battlefield Things. U.S. Army and industry researchers said this week ...Full Article

In Wake of Habana Acquisition, Intel AI Leader Naveen Rao Departs

In another change to Intel’s senior management team, Naveen Rao, Intel’s AI leader who came to the company in the $350 million acquisition of Nervana in 2016, has announced ...Full Article

IBM’s Post-Moore Vision: Bits Plus Neurons Plus Qubits

Dario Gil, IBM’s relatively new director of research, painted a intriguing portrait of the future of computing along with a rough idea of how IBM thinks we’ll get there ...Full Article

Adobe Trains Neural Nets to Spot Fakes

The folks who transformed digital imagery nearly three decades ago with the introduction of Adobe Photoshop are now using deep neural networks to help detect doctored faces and other ...Full Article

MIT Researchers Look to Speed Neural Net Design

The design of a neural network architecture remains a daunting problem, requiring human expertise and lots of computing resources. The soaring computational requirements of neural architecture search (NAS) algorithms ...Full Article

Inference Engine Uses SRAM to Edge AI Apps

Flex Logix, the embedded FPGA specialist, has shifted gears by applying its proprietary interconnect technology to launch an inference engine that boosts neural inferencing capacity at the network edge ...Full Article

In-Memory Neural Net Chip Cuts Data Movement

A university-industry research team is reporting a performance advance for neural networks with the development of a chip with potential applications for image recognition in autonomous vehicles and robots. ...Full Article
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