Optically-triggered deterministic spiking regimes in nanostructure resonant tunnelling diode-photodetectors

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Ali Al-Taai, Qusay Raghib and Hejda, Matěj and Zhang, Weikang and Romeira, Bruno and Figueiredo, José M L and Wasige, Edward and Hurtado, Antonio (2023) Optically-triggered deterministic spiking regimes in nanostructure resonant tunnelling diode-photodetectors. Neuromorphic Computing and Engineering, 3 (3). 034012. ISSN 2634-4386 (https://doi.org/10.1088/2634-4386/acf609)

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Abstract

This work reports a nanostructure resonant tunnelling diode-photodetector (RTD-PD) device and demonstrates its operation as a controllable, optically-triggered excitable spike generator. The top contact layer of the device is designed with a nanopillar structure (500 nm in diameter) to restrain the injection current, yielding therefore lower energy operation for spike generation. We demonstrate experimentally the deterministic optical triggering of controllable and repeatable neuron-like spike patterns in the nanostructure RTD-PDs. Moreover, we show the device's ability to deliver spiking responses when biased in either of the two regions adjacent to the negative differential conductance region, the so-called 'peak' and 'valley' points of the current–voltage (I–V) characteristic. This work also demonstrates experimentally key neuron-like dynamical features in the nanostructure RTD-PD, such as a well-defined threshold (in input optical intensity) for spike firing, as well as the presence of spike firing refractory time. The optoelectronic and chip-scale character of the proposed system together with the deterministic, repeatable and well controllable nature of the optically-elicited spiking responses render this nanostructure RTD-PD element as a highly promising solution for high-speed, energy-efficient optoelectronic artificial spiking neurons for novel light-enabled neuromorphic computing hardware.

ORCID iDs

Ali Al-Taai, Qusay Raghib, Hejda, Matěj ORCID logoORCID: https://orcid.org/0000-0003-4493-9426, Zhang, Weikang, Romeira, Bruno, Figueiredo, José M L, Wasige, Edward and Hurtado, Antonio ORCID logoORCID: https://orcid.org/0000-0002-4448-9034;
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