Graphene–oxide interface for optoelectronic synapse application
Abstract
Optoelectronic synapses combine the functionalities of a non-volatile memory and photodetection in the same device, paving the path for the realization of artificial retina systems which can capture, pre-process, and identify images on the same platform. Graphene/Ta2O5/graphene phototransistor exhibits synapse characteristics when visible electromagnetic radiation of wavelength 405 nm illuminates the device. The photocurrent is retained after light withdrawal when positive gate voltage is applied to the device. The device exhibits distinct conductance states, modulated by different parameters of incident light, such as pulse width and number of pulses. The conductance state can be retained for 104 s, indicating long term potentiation (LTP), similar to biological synapses. By using optical and electrical pulses, the device shows optical potentiation and electrical LTD repeatably, implying their applicability in neural networks for pattern recognition.
Document Details
- Document Type
- Pub Defense Publication
- Publication Date
- Apr 07, 2022
- Source ID
- 10.1038/s41598-022-09873-8
Entities
People
- Adithi Krishnaprasad
- Molla Manjurul Islam
- Ricardo Martinez-martinez
- Tania Roy
Organizations
- Air Force Office of Scientific Research
- National Science Foundation