Nanograin network memory with reconfigurable percolation paths for synaptic interactions  

作　　者：Hoo-Cheol Lee Jungkil Kim Ha-Reem Kim Kyoung-Ho Kim Kyung-Jun Park Jae-Pil So Jung Min Lee Min-Soo Hwang Hong-Gyu Park 

机构地区：[1]Department of Physics,Korea University,Seoul 02841,Republic of Korea [2]Department of Physics,Jeju National University,Jeju 63243,Republic of Korea [3]Department of Physics,Chungbuk National University,Cheongju 28644,Republic of Korea

出　　处：《Light(Science & Applications)》2023年第6期1040-1050,共11页光（科学与应用)（英文版）

基　　金：This work was supported by the National Research Foundation of Korea(NRF)funded by the Korean government(2021R1A2C3006781,2021R1A4A3029839,and 2022R1F1A1063837);H.-G.P.acknowledges a support from the Samsung Research Funding and Incubation Center of Samsung Electronics(SRFCMA2001-01).

摘　　要：The development of memory devices with functions that simultaneously process and store data is required for efficient computation.To achieve this,artificial synaptic devices have been proposed because they can construct hybrid networks with biological neurons and perform neuromorphic computation.However,irreversible aging of these electrical devices causes unavoidable performance degradation.Although several photonic approaches to controlling currents have been suggested,suppression of current levels and switching of analog conductance in a simple photonic manner remain challenging.Here,we demonstrated a nanograin network memory using reconfigurable percolation paths in a single Si nanowire with solid core/porous shell and pure solid core segments.The electrical and photonic control of current percolation paths enabled the analog and reversible adjustment of the persistent current level,exhibiting memory behavior and current suppression in this single nanowire device.In addition,the synaptic behaviors of memory and erasure were demonstrated through potentiation and habituation processes.Photonic habituation was achieved using laser illumination on the porous nanowire shell,with a linear decrease in the postsynaptic current.Furthermore,synaptic elimination was emulated using two adjacent devices interconnected on a single nanowire.Therefore,electrical and photonic reconfiguration of the conductive paths in Si nanograin networks will pave the way for next-generation nanodevice technologies.

关 键 词：electrical PERCOLATION NETWORK 

分 类 号：TB383[一般工业技术—材料科学与工程]