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CMOS-based Stochastically Spiking Neural Network for Optimization under Uncertainties.

机译：基于CmOs的随机尖峰神经网络在不确定条件下优化。

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作者
Trivedi, A. R.; Mukhopadhyay, S.;
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年度 2017
页码 1-4
总页数 4
原文格式 PDF
正文语种 eng
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关键词
Spiking; Neural network; Optimization; Stochastic programming;

机译：尖峰;神经网络;优化;随机规划;

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1. Surrogate Gradient Learning in Spiking Neural Networks: Bringing the Power of Gradient-Based Optimization to Spiking Neural Networks [J] . Neftci Emre O., Mostafa Hesham, Zenke Friedemann IEEE Signal Processing Magazine . 2019,第6期

机译：尖峰神经网络中的替代梯度学习：将基于梯度的优化功能带给尖峰神经网络
2. Stochasticity and robustness in spiking neural networks [J] . Olin-Ammentorp Wilkie, Beckmann Karsten, Schuman Catherine D., Neurocomputing . 2021,第Jana2期

机译：尖峰神经网络的随机性和鲁棒性
3. Selection and Optimization of Temporal Spike Encoding Methods for Spiking Neural Networks [J] . Neural Networks and Learning Systems, IEEE Transactions on . 2020,第2期

机译：尖峰神经网络的时间尖峰编码方法的选择和优化
4. Improving Robustness of ReRAM-based Spiking Neural Network Accelerator with Stochastic Spike-timing-dependent-plasticity [C] . Xueyuan She, Yun Long, Saibal Mukhopadhyay International Joint Conference on Neural Networks . 2019

机译：随机尖峰时序依赖可塑性提高基于ReRAM的尖峰神经网络加速器的鲁棒性
5. Indirect Training Algorithms for Spiking Neural Networks based on Spiking Timing Dependent Plasticity and Their Applications. [D] . Zhang, Xu. 2017

机译：基于尖峰时序相关可塑性的尖峰神经网络间接训练算法及其应用。
6. Stochastic Resonance Based Visual Perception Using Spiking Neural Networks [O] . Yuxuan Fu, Yanmei Kang, Guanrong Chen 2020

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7. Quantum-inspired particle swarm optimization for feature selection and parameter optimization in evolving spiking neural networks for classification tasks [O] . Abdull Hamed HN, Kasabov N, Shamsuddin SM 2011

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CMOS-based Stochastically Spiking Neural Network for Optimization under Uncertainties.

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