57 citations · 74 across the 6 of their papers we have counts for
12 papers
Analog Computing with Metatronic Circuits
Mario Miscuglio, Yaliang Gui, Xiaoxuan Ma +5
Analog photonic solutions offer unique opportunities to address complex computational tasks with unprecedented performance in terms of energy dissipation and speeds, overcoming cur…
A Design Methodology for Post-Moore's Law Accelerators: The Case of a Photonic Neuromorphic Processor
Armin Mehrabian, Volker J. Sorger, Tarek El-Ghazawi
Over the past decade alternative technologies have gained momentum as conventional digital electronics continue to approach their limitations, due to the end of Moore's Law and Den…
OE-CAM: A Hybrid Opto-Electronic Content Addressable Memory
Yousra Alkabani, Mario Miscuglio, Volker J. Sorger +1
A content addressable memory (CAM) is a type of memory that implements a parallel search engine at its core. A CAM takes as an input a value and outputs the address where this valu…
Induced Homomorphism Kirchhoffs Law in Photonics
Shuai Sun, Mario Miscuglio, Xiaoxuan Ma +6
When solving, modelling or reasoning about complex problems, it is usually convenient to use the knowledge of a parallel physical system for representing it. This is the case of lu…
A Winograd-based Integrated Photonics Accelerator for Convolutional Neural Networks
Armin Mehrabian, Mario Miscuglio, Yousra Alkabani +2
Neural Networks (NNs) have become the mainstream technology in the artificial intelligence (AI) renaissance over the past decade. Among different types of neural networks, convolut…
ITO-based Electro-absorption Modulator for Photonic Neural Activation Function
Rubab Amin, Jonathan George, Shuai Sun +8
Recently integrated optics has become an intriguing platform for implementing machine learning algorithms and inparticular neural networks. Integrated photonic circuits can straigh…