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May 15, 2026Materials Horizons0 citations

Emergent Neuro-mimetic Oscillations in Engineered Granular Assemblies

ABAnkur BhaumikIndian Institute of Science BangaloreUGUddipan GhoshUniversity of Engineering & ManagementHGHridesh Kumar GuptaIndian Institute of Science Bangalore

Key Points

  • This research aims to explore how brain-inspired hardware can replicate neural functions to improve computing power efficiency.
  • Engineered granular assemblies designed to mimic neural oscillations.
  • Assessment of local neural features like spiking activity and synaptic plasticity.
  • Significant improvements in power efficiency compared to conventional computing methods.
  • Reliable mimicry of spiking activity and synaptic plasticity observed in the engineered system.

Abstract

Brain inspired hardware platforms break the conventional computing paradigm and promise better power efficiency. Local features of neural function, such as spiking activity and synaptic plasticity have been reliably mimicked...

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Cite This Study

Bhaumik et al. (2026) studied this question.

synapsesocial.com/papers/6a06b888e7dec685947ab0bdhttps://doi.org/10.1039/d6mh00086j
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