1.WHAT IS THE ACHIEVEMENT OF THE SCIENTISTS?
The Research Team Succeeded In Developing The World’s First High-density And Highly Reliable Neuromorphic Semiconductor Device By Developing Thin Films Of Lithium-ion Battery Materials. They Achieved This By Fabricating Ultra-thin Lithium Ions, A Key Material In Lithium-ion Batteries That Have Recently Been In The Spotlight, And Combining Them With Two-dimensional Nanomaterials.
2.HOW IT IS WORKS?
Semiconductor Neuromorphic Devices Have Synapses And Neurons Similar To The Human Brain That Process And Store Information. Synaptic Devices Receive Signals From Neurons And Adjust Synaptic Weights (Connection Strengths) In Various Ways In Order To Process And Store Information Simultaneously. In Particular, The Linearity And Symmetry Of Synaptic Weights Enable Diverse And Low-power Pattern Recognition.
3.WHICH IS THE FUTURE OF NEUROMORPHIC SEMICONDUCTOR ?
Our Next-generation Neuromorphic Semiconductor Device Does Not Require A Cpu Or Memory, Which Are Conventional Von Neumann Information Processing And Information Storage Devices. It Can Process And Memorize Information At The Same Time, And Learn And Recognize Images Such As Handwritten Patterns.
It Is Expected To Be Applied To Various Low-power Artificial Intelligence Devices Such As High-end Neuromorphic Hardware Systems, Haptic Devices, And Vision Sensors.