Stochastic logics for low cost and low power wearable applications

机译：低成本和低功耗可穿戴应用的随机逻辑

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This paper gives a special insight standing on an unusual computing algorithm ??? stochastic computing ??? to discuss the strategy on designing low cost and low power smart wearable devices from the system architecture view. Some new stochastic logics are introduced to approximate complex mathematic functions like the Gaussian function with simple circuits, which are used to build the low cost and low power artificial neural network for data intensive applications for the smart wearable devices. The data process kernel is distributed close to the data source. An experiment on the facial recognition shows how the system complexity, speed, cost, power, and flexibility can be improved by the stochastic logic architecture.

机译：本文针对不寻常的计算算法给出了特殊的见解？随机计算从系统架构的角度讨论设计低成本和低功耗智能可穿戴设备的策略。引入了一些新的随机逻辑来近似复杂的数学函数，例如具有简单电路的高斯函数，这些函数用于为智能可穿戴设备的数据密集型应用构建低成本，低功耗的人工神经网络。数据处理内核分布在靠近数据源的位置。面部识别实验表明，随机逻辑架构可以改善系统的复杂性，速度，成本，功能和灵活性。

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《China Semiconductor Technology International Conference》|2016年|1-4|共4页
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Yuan Ji; Wendong Chen; Feng Ran;
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facial recognition; neural network; parallel computing; stochastic computing; wearable device;

机译：面部识别;神经网络;并行计算;随机计算;可穿戴设备;

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专利

1. Application of nonlinear systems for designing low-power logic gates based on stochastic resonance [J] . Gonzalez-Carabarin Lizeth, Tetsuya Asai, Masato Motomura Nonlinear Theory and Its Applications . 2014,第4期

机译：非线性系统在基于随机共振的低功耗逻辑门设计中的应用
2. Low Power and High Performance Arithmetic Circuits in Feedthrough CMOS Logic Family for Low Power Applications [J] . Victor Navarro-Botello, Juan A. Montiel-Nelson, Saeid Nooshabadi Journal of Low Power Electronics . 2006,第2期

机译：直通CMOS逻辑系列中的低功耗高性能运算电路，适用于低功耗应用
3. Low Power and High Performance Arithmetic Circuits in Feedthrough CMOS Logic Family for Low Power Applications [J] . Victor Navarro-Botello, Juan A. Montiel-Nelson, Saeid Nooshabadi Journal of Low Power Electronics . 2006,第2期

机译：直通CMOS逻辑系列中的低功耗高性能运算电路，适用于低功耗应用
4. Stochastic logics for low cost and low power wearable applications [C] . Yuan Ji, Wendong Chen, Feng Ran China Semiconductor Technology International Conference . 2016

机译：用于低成本和低功耗可穿戴应用的随机逻辑
5. Ultra-Small DC-Link Capacitor, GaN-Based Low Power AC Motor Drive for Low Cost Applications [D] . Gonzalez, Reynaldo Sergio. 2018

机译：超小型直流链路电容器，基于GaN的低功耗交流电动机驱动器，适用于低成本应用
6. Fabrication of Ultra-Thin Printed Organic TFT CMOS Logic Circuits Optimized for Low-Voltage Wearable Sensor Applications [O] . Yasunori Takeda, Kazuma Hayasaka, Rei Shiwaku, -1

机译：为低压可穿戴传感器应用而优化的超薄印刷有机TFT CMOS逻辑电路的制造
7. Low-voltage single-phase clocked quasi-adiabatic pass-gate logic family for low-power submicron VLSI CMOS applications [O] . Loo Edward K. W. 2007

机译：适用于低功耗亚微米VLSI CMOS应用的低压单相时钟准绝热传递门逻辑系列
8. Combinational Logic Synthesis Research Report for Advanced Logic Synthesis forLow Power Mobile Applications Project [R] . Saldanha, A., Simion, V. 1997

机译：用于低功耗移动应用项目的高级逻辑综合组合逻辑综合研究报告

Stochastic logics for low cost and low power wearable applications

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