178 citations · 1k across the 47 of their papers we have counts for
49 papers
Low Latency Computing for Time Stretch Instruments
Tingyi Zhou, Bahram Jalali
Time stretch instruments have been exceptionally successful in discovering single-shot ultrafast phenomena such as optical rogue waves and have led to record-speed microscopy, spec…
PhyCV: The First Physics-inspired Computer Vision Library
Yiming Zhou, Callen MacPhee, Madhuri Suthar +1
PhyCV is the first computer vision library which utilizes algorithms directly derived from the equations of physics governing physical phenomena. The algorithms appearing in the cu…
VEViD: Vision Enhancement via Virtual diffraction and coherent Detection
Callen MacPhee, Bahram Jalali
The history of computing started with analog computers consisting of physical devices performing specialized functions such as predicting the trajectory of cannon balls. In modern…
Physics-AI Symbiosis
Bahram Jalali, Achuta Kadambi, Vwani Roychowdhury
The phenomenal success of physics in explaining nature and designing hardware is predicated on efficient computational models. A universal codebook of physical laws defines the com…
Nonlinear Schrödinger Kernel for hardware acceleration in machine learning inference
Tingyi Zhou, Fabien Scalzo, Bahram Jalali
Alternative machine learning approaches that are computationally light with low latency and can work with only a small training dataset are needed for applications where the insati…
Deep Analog-to-Digital Converter for Wireless Communication
Ashkan Samiee, Yiming Zhou, Tingyi Zhou +1
With the advent of the 5G wireless networks, achieving tens of gigabits per second throughputs and low, milliseconds, latency has become a reality. This level of performance will f…