Refractory times for excitable dual state quantum dot laser neurons
Michael Dillane, Evgeny A. Viktorov, Bryan Kelleher

TL;DR
This paper investigates the refractory times of dual state quantum dot laser neurons, revealing ultrashort refractory periods around 1 nanosecond, which are promising for ultrafast analog photonic computing applications.
Contribution
It provides the first analysis of refractory times in dual state quantum dot laser neurons, demonstrating their potential for ultrafast excitable photonic computing.
Findings
Refractory times around 1 nanosecond were achieved.
Dual state quantum dot lasers can serve as ultrafast excitable neurons.
Potential for ultrafast analog computation applications.
Abstract
Excitable photonic systems show promise for ultrafast analog computation, several orders of magnitude faster than biological neurons. Optically injected quantum dot lasers display several excitable mechanisms with dual state quantum lasers recently emerging as true all or none excitable artificial neurons. For use in applications, deterministic triggering is necessary and this has previously been demonstrated in the literature. In this work we analyse the crucially important \emph{refractory time} for this dual state system, which defines the minimum possible time between distinct pulses in any excitable pulse train. Ultrashort times on the order of 1~ns are obtained suggesting potential use where ultrafast analog computing is desired.
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Taxonomy
TopicsNeural Networks and Reservoir Computing · Photonic and Optical Devices · Semiconductor Quantum Structures and Devices
