Li-Ion Synaptic Transistor for Low Power Analog Computing.
basic_science · Level V
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- Record sourced from PubMed, PMID 27874238.
- Also identified by DOI 10.1002/adma.201604310.
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Abstract
Nonvolatile redox transistors (NVRTs) based upon Li-ion battery materials are demonstrated as memory elements for neuromorphic computer architectures with multi-level analog states, "write" linearity, low-voltage switching, and low power dissipation. Simulations of backpropagation using the device properties reach ideal classification accuracy. Physics-based simulations predict energy costs per "write" operation of <10 aJ when scaled to 200 nm × 200 nm.