Litcius/Paper detail

Room-temperature valley transistors for low-power neuromorphic computing

Jiewei Chen, Yue Zhou, Jianmin Yan, Ji‐Dong Liu, Lin Xu, Jingli Wang, Tianqing Wan, Yuhui He, Wenjing Zhang, Yang Chai

2022Nature Communications43 citationsDOIOpen Access PDF

Abstract

Abstract Valley pseudospin is an electronic degree of freedom that promises highly efficient information processing applications. However, valley-polarized excitons usually have short pico-second lifetimes, which limits the room-temperature applicability of valleytronic devices. Here, we demonstrate room-temperature valley transistors that operate by generating free carrier valley polarization with a long lifetime. This is achieved by electrostatic manipulation of the non-trivial band topology of the Weyl semiconductor tellurium (Te). We observe valley-polarized diffusion lengths of more than 7 μm and fabricate valley transistors with an ON/OFF ratio of 10 5 at room temperature. Moreover, we demonstrate an ion insertion/extraction device structure that enables 32 non-volatile memory states with high linearity and symmetry in the Te valley transistor. With ultralow power consumption (~fW valley contribution), we enable the inferring process of artificial neural networks, exhibiting potential for applications in low-power neuromorphic computing.

Topics & Concepts

Neuromorphic engineeringTransistorOptoelectronicsPower consumptionMaterials scienceExcitonSemiconductorTopology (electrical circuits)Computer sciencePhysicsPower (physics)Artificial neural networkElectrical engineeringCondensed matter physicsArtificial intelligenceEngineeringVoltageQuantum mechanicsAdvanced Memory and Neural Computing2D Materials and ApplicationsFerroelectric and Negative Capacitance Devices