Introducing Chiro-optical
Activities in Photonic Synapses
for Neuromorphic Computing and In-Memory Logic Operations
Posted on 2024-05-20 - 04:46
In artificial synaptic devices aimed at mimicking neuromorphic
computing systems, electrical or optical pulses, or both, are generally
used as stimuli. In this work, we introduce chiral materials for tailoring
the characteristics of photonic synaptic devices to achieve handedness-dependent
neuromorphic computing and in-memory logic gates. In devices based
on a pair of chiral perovskites, the use of circularly polarized light
(CPL) as the optical stimuli mimicked a series of electrical and opto-synaptic
functionalities in order to emulate the multifunctional complex behavior
of the human brain. Upon illumination in this two-terminal device,
anisotropy in current has been observed due to the out-of-plane carrier
transport, originating from spin-selective carrier transport. More
importantly, the logic gate achieved in devices based on optoelectronic
memristors turned out to be chirality-dependent; while an R-device functioned as an AND gate, the device based on
the same perovskite of the opposite chirality (S-device)
acted as a NOR gate toward in-memory logic operations. These findings
in chiral perovskite-based artificial synapses can identify further
strategies for future neuromorphic computing, vision simulation, and
artificial intelligence.
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Dan, Soirik; Paramanik, Subham; Pal, Amlan J. (1753). Introducing Chiro-optical
Activities in Photonic Synapses
for Neuromorphic Computing and In-Memory Logic Operations. ACS Publications. Collection. https://doi.org/10.1021/acsnano.4c01202