Signal processing algorithms, architectures, and systems are at the heart of modern technologies that generate, transform, and interpret information across applications as diverse as communications, ...

The Information Processing and Machine Learning Laboratory (IPML) supports research in theoretical algorithm development in digital signal processing, adaptive and nonlinear signal processing, machine ...

In photonics, machine learning has been supporting numerous innovations as a powerful tool for inverse design and optical signal processing, with unprecedented speed and versatility. Fueled by ...

image and signal processing, predictive modeling and statistical learning. In order to include the analyst and human user side, our AI, Machine Learning & Robotics faculty work in areas including ...

In recent years, the intersection of artificial intelligence (AI), machine learning (ML), and acoustic signal processing has emerged as a rapidly advancing field, offering new ways to analyze ...