Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of neural network quantile regression. The goal of a quantile regression problem is to predict a single numeric ...
Video data constitutes the majority of data traffic over the internet today. As demand for video content has become ubiquitous, so has the need for video broadcasting and streaming at better qualities ...
An open source code library for brain-inspired deep learning, called 'snnTorch,' has surpassed 100,000 downloads and is used in a wide variety of projects. A new paper details the code and offers a ...
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How a Paper Changed My Research Career: Dan Goodman on Reigniting the Field of Spiking Neural Networks
In the "This Paper Changed My Life" series, neuroscientists reflect on papers that have profoundly influenced their careers ...
Graph Neural Networks (GNNs) and GraphRAG don’t “reason”—they navigate complex, open-world financial graphs with traceable, ...
An AI-driven digital-predistortion (DPD) framework can help overcome the challenges of signal distortion and energy ...
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Supervised Learning Achieved in DNA Winner-Take-All Neural Networks
Can a neural network be constructed entirely from DNA and yet learn in the same way as its silicon-based brethren? Recent breakthroughs indicate that the answer is affirmative, with a molecular ...
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