Photonic synaptic system for MAC operations by interconnected vertical cavity surface emitting lasers

نویسندگان

چکیده

We report experimentally on high-speed, tuneable photonic synaptic architectures realized with vertical cavity surface emitting lasers (VCSELs) connected in series and parallel configurations. These are able to perform the controlled weighting of fast (150 ps long) low energy ( µ W peak power) optical pulses (or spikes), permit high-speed (0.5 GHz) dynamic weight tunability, for implementation important spike processing functionalities. include, in-series VCSEL architecture, performance accumulative and, due amplification, compensation losses sequential neural network layers. Additionally, in-parallel we show system’s ability key multiply accumulate operations using fast, low-power spiking signals as inputs. Moreover, this work uses off-the-shelf VCSELs operating at telecom wavelengths (1300 1550 nm) thus making our technique fully compatible telecommunication networks data centre technologies. results therefore highlight suitability approach hardware-friendly, power, tuning VCSEL-based excellent scalability prospects use future neuromorphic computing systems.

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ژورنال

عنوان ژورنال: Optical Materials Express

سال: 2022

ISSN: ['2159-3930']

DOI: https://doi.org/10.1364/ome.450923