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20212023
most citedSilicon microring synapses enable photonic deep learning beyond 9-bit precision

163 citations · 254 across the 7 of their papers we have counts for

collaborators

7 papers

physics.optics2023★ 1 cited

A system-on-chip microwave photonic processor solves dynamic RF interference in real time with picosecond latency

Weipeng Zhang, Joshua C. Lederman, Thomas Ferreira de Lima +6

Radio-frequency interference is a growing concern as wireless technology advances, with potentially life-threatening consequences like interference between radar altimeters and 5G…

eess.SP2023★ 15 cited

Real-Time Blind Photonic Interference Cancellation for mmWave MIMO

Joshua C. Lederman, Weipeng Zhang, Thomas Ferreira de Lima +4

Multiple-input multiple-output (MIMO) mmWave devices broadcast multiple spatially-separated data streams simultaneously in order to increase data transfer rates. Data transfer can,…

eess.SP2022★ 65 cited

Broadband physical layer cognitive radio with an integrated photonic processor for blind source separation

Weipeng Zhang, Alexander Tait, Chaoran Huang +6

The expansion of telecommunications incurs increasingly severe crosstalk and interference, and a physical layer cognitive method, called blind source separation (BSS), can effectiv…

physics.app-ph2022★ 1 cited

Design Automation of Photonic Resonator Weights

Thomas Ferreira de Lima, Eli A. Doris, Simon Bilodeau +8

Neuromorphic photonic processors based on resonator weight banks are an emerging candidate technology for enabling modern artificial intelligence (AI) in high speed, analog systems…

eess.SP2021★ 8 cited

Sub-Nyquist Sampling with Optical Pulses for Photonic Blind Source Separation

Taichu Shi, Yang Qi, Weipeng Zhang +2

We proposed and demonstrated an optical pulse sampling method for photonic blind source separation. It can separate large bandwidth of mixed signals by small sampling frequency, wh…

eess.SP2021★ 1 cited

Wideband photonic blind source separation with optical pulse sampling

Taichu Shi, Yang Qi, Weipeng Zhang +3

We propose and experimentally demonstrate an optical pulse sampling method for photonic blind source separation. The photonic system processes and separates wideband signals based…

physics.app-ph2021★ 163 cited

Silicon microring synapses enable photonic deep learning beyond 9-bit precision

Weipeng Zhang, Chaoran Huang, Hsuan-Tung Peng +6

Deep neural networks (DNN) consist of layers of neurons interconnected by synaptic weights. A high bit-precision in weights is generally required to guarantee high accuracy in many…