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February 12, 2026Materials Horizons4 citations

Photon-Controlled Memristive Synapses: Recent Progress Toward Brain-Inspired Neuromorphic Computing

PPPradnya P. PatilTRTejas Dhanalaxmi RajuKNKiran A. Nirmal

Key Points

  • The aim is to explore photon-controlled memristive synapses as innovative components in neuromorphic computing.
  • Evaluated recent advancements in photonic information processing
  • Investigated different memristive materials and architectures
  • Analyzed performance metrics related to computing efficiency
  • Identified potential for increased data-processing speed using photonic synapses
  • Demonstrated enhanced memory capabilities with memristive architectures
  • Provided evidence supporting the feasibility of this approach in future computing systems

Abstract

As Moore’s law approaches its limit, there is an urgent need for alternative computing architectures capable of meeting rapidly growing data-processing and memory demands. Photonic information processing, which utilizes photons...

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Cite This Study

Patil et al. (2026) studied this question.

synapsesocial.com/papers/698d6e055be6419ac0d53697https://doi.org/10.1039/d5mh02338f
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