Molecule-based devices are envisioned to complement silicon devices by providing new functions or already existing functions at a simpler process level and at a lower cost by virtue of their self-organization capabilities. Moreover, they are not bound to von Neuman architecture and this feature may open the way to other architectural paradigms. Neuromorphic electronics is one of them. Here we demonstrate a device made of molecules and nanoparticles, a nanoparticle organic memory filed-effect transistor (NOMFET), which exhibits the main behavior of a biological spiking synapse. Facilitating and depressing synaptic behaviors can be reproduced by the NOMFET and can be programmed. The synaptic plasticity for real time computing is evidenced and described by a simple model. These results open the way to rate coding utilization of the NOMFET in dynamical neuromorphic computing circuits.
@article{arxiv.0907.2540,
title = {An organic nanoparticle transistor behaving as a biological synapse},
author = {F. Alibart and S. Pleutin and D. Guerin and C. Novembre and S. Lenfant and K. Lmimouni and C. Gamrat and D. Vuillaume},
journal= {arXiv preprint arXiv:0907.2540},
year = {2010}
}
Comments
To be publsihed in Adv. Func. Mater. Revised version. One pdf file including main paper and supplementary information