Rational Materials Design for In Operando Electropolymerization of Evolvable Organic Electrochemical Transistors

Organic electrochemical transistors formed by in operando electropolymerization of the semiconducting channel are increasingly becoming recognized as a simple and effective implementation of synapses in neuromorphic hardware. However, very few studies have reported the requirements that must be met to ensure that the polymer spreads along the substrate to form a functional conducting channel. The nature of the interface between the substrate and various monomer precursors of conducting polymers through molecular dynamics simulations is investigated, showing that monomer adsorption to the substrate produces an increase in the effective monomer concentration at the surface. By evaluating combinatorial couples of monomers baring various sidechains with differently functionalized substrates, it is shown that the interactions between the substrate and the monomer precursor control the lateral growth of a polymer film along an inert substrate. This effect has implications for fabricating synaptic systems on inexpensive, flexible substrates.

Automated summary

Organic electrochemical transistors formed by in operando electropolymerization are recognized as a simple and effective implementation of synapses in neuromorphic hardware. This study investigates the interface between the substrate and monomer precursors, showing that monomer adsorption to the substrate increases the effective monomer concentration at the surface. The control of interactions between substrate and monomer precursor is crucial for the growth of polymer films, especially for fabricating synaptic systems on inexpensive, flexible substrates.