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Emulating synaptic behavior in surface-functionalized MoS2 through modulation of interfacial charge transfer via
Fernando A Soto1, Perla B Balbuena1,2,3, Sarbajit Banerjee2,3
1Department of Chemical Engineering, Texas A&M University, College Station, Texas, 77843, USA. balbuena@tamu.edu.
Researchers developed new molecules for neuromorphic computing that create electronic instabilities in MoS2 surfaces. These molecules enable tunable bandgap switching, essential for emulating neuronal functions.
Area of Science:
- Materials Science
- Condensed Matter Physics
- Computational Chemistry
Background:
- Neuromorphic computing demands materials exhibiting electronic switching.
- Transition-metal dichalcogenide surfaces with molecular monolayers offer tunable charge transfer.
Purpose of the Study:
- To demonstrate molecules that induce electronic instabilities on MoS2 surfaces.
- To explore molecular interactions with MoS2 for tunable electronic properties.
Main Methods:
- Density Functional Theory (DFT) calculations.
- Ab initio molecular dynamics simulations at room temperature.
- Analysis of effective band gap, radius of gyration (rog), and charge transfer.
Main Results:
- Reduced methyl viologen molecules showed high mobility but unstable deposition.
- Larger fused-ring molecules formed thermally stable monolayers.
- Pyridinium derivatives induced n-type doping and a tunable built-in electric field.
Conclusions:
- Tuned molecular interactions with MoS2 can create electronic instabilities.
- Systematic tuning of the built-in electric field enables bandgap switching.
- This provides a pathway for emulating neuronal functionality in neuromorphic computing.
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