Bifunctional homologous alkali-metal artificial synapse with regenerative ability and mechanism imitation of voltage-gated ion channels.
Lei LiLuodan HuKai LiuKuan-Chang ChangRui ZhangXinnan LinShengdong ZhangPei HuangHeng-Jui LiuTzu-Peng KuoPublished in: Materials horizons (2021)
As a key component responsible for information processing in the brain, the development of a bionic synapse possessing digital and analog bifunctionality is vital for the hardware implementation of a neuro-system. Here, inspired by the key role of sodium and potassium in synaptic transmission, the alkali metal element lithium (Li) belonging to the same family is adopted in designing a bifunctional artificial synapse. The incorporation of Li endows the electronic devices with versatile synaptic functions. An artificial neural network based on experimental data exhibits a high performance approaching near-ideal accuracy. In addition, the regenerative ability allows synaptic functional recovery through low-frequency stimuli to be emulated, facilitating the prevention of permanent damage due to intensive neural activities and ensuring the long-term stability of the entire neural system. What is more striking for an Li-based bionic synapse is that it can not only emulate a biological synapse at a behavioral level but realize mechanism emulation based on artificial voltage-gated "ion channels". Concurrent digital and analog features lead to versatile synaptic functions in Li-doped artificial synapses, which operate in a mode similar to the human brain with its two hemispheres excelling at processing imaginative and analytical information, respectively.
Keyphrases
- ion batteries
- stem cells
- neural network
- solid state
- mesenchymal stem cells
- prefrontal cortex
- healthcare
- primary care
- cell therapy
- oxidative stress
- radiation therapy
- machine learning
- squamous cell carcinoma
- health information
- white matter
- metal organic framework
- bone marrow
- mass spectrometry
- social media
- tissue engineering
- brain injury