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January 19, 2021
New Research Shows How Neural Networks Process Invariant Speech
Neural networks have been called a “black box” because parts of their decision making are famously opaque as processing happens in hidden layers.…
January 19, 2021
Training Generative Adversarial Networks in Flexpoint
Training Generative Adversarial Networks in Flexpoint With the recent flood of breakthrough products using deep learning for image classification,…
January 19, 2021
Toward Higher-Order Training: A Progressive Batching L-BFGS Method
Stochastic Gradient Descent and its variants, referred here collectively as SGD, have been the de facto methods in training neural networks. These…
January 19, 2021
The Challenges and Opportunities of Explainable AI
One of the most notable themes of NIPS 2017, against a backdrop of spectacular progress in AI on many fronts, was the fear of machine learning sys…
January 19, 2021
Teaching Machines to do Image Classification in Health and Life...
Teaching Machines to do Image Classification in Health and Life Sciences: Intel® Xeon® Scalable Processors in Lab Coats
January 19, 2021
A Summer of Space Exploration with Intel and NASA
This summer, Intel has been collaborating with the NASA Frontier Development Lab (FDL) , an AI R&D accelerator targeting knowledge gaps useful…
January 19, 2021
Scalable Methods for 8-bit Training of Neural Networks
Quantized Neural Networks (QNNs) are often used to improve network efficiency during the inference phase, i.e. after the network has been trained.…
January 19, 2021
Reinforcement Learning Coach by Intel
Today, Intel is announcing the release of our Reinforcement Learning Coach — an open source research framework for training and evaluating reinfor…
January 19, 2021
Undermapped Areas With AI and the American Red Cross
Shedding Light on Undermapped Areas With AI and the American Red Cross
January 19, 2021
Delivering on the Promise of Real-World Reinforcement Learning
As principal engineer and head of data science in Intel’s AI Products Group, Yinyin Liu offers Intel’s perspective on what it will take to fulfill…
WaveNet* is a deep neural network for generating raw audio. The model was first introduced by the Google DeepMind team [1]. Per the authors, WaveN…
January 19, 2021
Powering Precision Medicine with Artificial Intelligence
Precision medicine is one of the most exciting and encouraging advances in healthcare today. It is moving us from one-size-fits-all healthcare to…