Engineers at the University of Florida have built a photonic chip that performs convolutions, the most compute-heavy operation in modern AI, using light instead of electricity and delivering roughly ...

The final, formatted version of the article will be published soon. Background: Major depressive disorder (MDD) is a chronic illness associated with considerable morbidity and is characterized by high ...

Abstract: The growing computational demands of convolutional neural networks (CNNs) have motivated the use of spectral-domain inference as an alternative to costly spatial-domain convolutions. In this ...

Abstract: The efficient encoding and robust denoising of digital audio signals are critical challenges in modern information technology. This paper proposes a unified framework that addresses both ...