134 citations · 264 across the 11 of their papers we have counts for
14 papers
Nonlinear Optical Joint Transform Correlator for Low Latency Convolution Operations
Jonathan K. George, Maria Solyanik-Gorgone, Hangbo Yang +2
Convolutions are one of the most relevant operations in artificial intelligence (AI) systems. High computational complexity scaling poses significant challenges, especially in fast…
An ITO Graphene hybrid integrated absorption modulator on Si-photonics for neuromorphic nonlinear activation
Rubab Amin, Jonathan K. George, Hao Wang +5
The high demand for machine intelligence of doubling every three months is driving novel hardware solutions beyond charging of electrical wires given a resurrection to application…
All-Chalcogenide Programmable All-Optical Deep Neural Networks
Ting Yu, Xiaoxuan Ma, Ernest Pastor +5
Deeplearning algorithms are revolutionising many aspects of modern life. Typically, they are implemented in CMOS-based hardware with severely limited memory access times and ineffi…
Massively Parallel Amplitude-Only Fourier Neural Network
Mario Miscuglio, Zibo Hu, Shurui Li +5
Machine-intelligence has become a driving factor in modern society. However, its demand outpaces the underlying electronic technology due to limitations given by fundamental physic…
Electronic Bottleneck Suppression in Next-generation Networks with Integrated Photonic Digital-to-analog Converters
Jiawei Meng, Mario Miscuglio, Jonathan K. George +2
Digital-to-analog converters (DAC) are indispensable functional units in signal processing instrumentation and wide-band telecommunication links for both civil and military applica…
A Lateral MOS-Capacitor Enabled ITO Mach-Zehnder Modulator for Beam Steering
Rubab Amin, Rishi Maiti, Jonathan K. George +5
Here, we experimentally demonstrate an Indium Tin Oxide (ITO) Mach-Zehnder interferometer heterogeneously integrated in silicon photonics. The phase shifter section is realized in…