Biomembrane‐Based Memcapacitive Reservoir Computing System for Energy‐Efficient Temporal Data Processing

Biomembrane‐Based Memcapacitive Reservoir Computing System for Energy‐Efficient Temporal Data Processing

Reservoir computing is a highly efficient machine learning framework for processing temporal data by extracting input features and mapping them into higher dimensional spaces. Physical reservoirs have been realized using spintronic oscillators, atomic switch networks, volatile memristors, etc. Howev...

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Bibliographic Details
Main Authors: Md Razuan Hossain, Ahmed Salah Mohamed, Nicholas X. Armendarez, Joseph S. Najem, Md Sakib Hasan
Format: Article
Language:English
Published: Wiley 2023-12-01
Series:Advanced Intelligent Systems
Subjects:
lipid bilayer
memcapacitors
neuromorphic computing
nonlinearity
physical reservoir computing
short-term plasticity
Online Access:https://doi.org/10.1002/aisy.202300346

Internet

https://doi.org/10.1002/aisy.202300346

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