Advanced AI-edge chips require computational flexibility and high-energy efficiency (EEF) with sufficient inference accuracy for a variety of applications. Floating-point (FP) numerical representation ...

Abstract: Low-bit-width data formats offer a promising solution for enhancing the energy efficiency of Deep Neural Network (DNN) training accelerators. In this work, we introduce a novel 5.3-bit data ...

President Donald Trump continues to see his approval rating drop – with a new Gallup poll registering the lowest of his second term. Trump's approval rating fell among Republicans and Independents, as ...