187 citations · 561 across the 30 of their papers we have counts for
33 papers
Electrical Programmable Multi-Level Non-volatile Photonic Random-Access Memory
Jiawei Meng, Yaliang Gui, Behrouz Movahhed Nouri +11
Photonic Random-Access Memories (P-RAM) are an essential component for the on-chip non-von Neumann photonic computing by eliminating optoelectronic conversion losses in data links.…
High Throughput Multi-Channel Parallelized Diffraction Convolutional Neural Network Accelerator
Zibo Hu, Shurui Li, Russell L. T. Schwartz +4
Convolutional neural networks are paramount in image and signal processing including the relevant classification and training tasks alike and constitute for the majority of machine…
100 GHz Micrometer compact broadband Monolithic ITO Mach Zehnder Interferometer Modulator enabling 3500 times higher Packing Density
Yaliang Gui, Behrouz Movahhed Nouri, Mario Miscuglio +5
Electro-optic modulators provide a key function in optical transceivers and increasingly in photonic programmable Application Specific Integrated Circuits (ASICs) for machine learn…
Integrated ultra-high-performance graphene optical modulator
Elham Heidari, Hamed Dalir, Farzad Mokhtari-Koushyar +5
With the increasing need for large volumes of data processing, transport, and storage, optimizing the trade-off between high-speed and energy consumption in today's optoelectronic…
Prospects and applications of photonic neural networks
Chaoran Huang, Volker J. Sorger, Mario Miscuglio +13
Neural networks have enabled applications in artificial intelligence through machine learning, and neuromorphic computing. Software implementations of neural networks on convention…
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…