Li-ion synaptic transistor for low power analog computing [electronic resource]

• Ngôn ngữ: eng
• Ký hiệu phân loại: 621.3815 Electrical, magnetic, optical, communications, computer engineering; electronics, lighting
• Thông tin xuất bản: Washington, D.C. : Oak Ridge, Tenn. : United States. Dept. of Energy. Office of Science ; Distributed by the Office of Scientific and Technical Information, U.S. Dept. of Energy, 2016
• Mô tả vật lý: Size: Article No. 1604310 : , digital, PDF file.
• Bộ sưu tập: Metadata
• ID: 255751
• Chủ đề: 1. 30 direct energy conversion; 2. 36 materials science; 3. 97 mathematics and computing

Tóm tắt

 Nonvolatile redox transistors (NVRTs) based upon Li-ion battery materials are demonstrated as memory elements for neuromorphic computer architectures with multi-level analog states, ?write? linearity, low-voltage switching, and low power dissipation. Simulations of back propagation using the device properties reach ideal classification accuracy. Finally, physics-based simulations predict energy costs per ?write? operation of <
 10 aJ when scaled to 200 nm � 200 nm.