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Hybrid Spintronic-CMOS Spiking Neural Network with On-Chip Learning: Devices, Circuits, and Systems

机译：杂交闪光CMOS尖刺神经网络，具有片上学习：设备，电路和系统

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Abhronil Sengupta; Aparajita Banerjee; Kaushik Roy;
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年度 2016
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1. Spiking Neural Networks with Unsupervised Learning Based on STDP Using Resistive Synaptic Devices and Analog CMOS Neuron Circuit [J] . Kwon Min-Woo, Baek Myung-Hyun, Hwang Sungmin, Journal of nanoscience and nanotechnology . 2018,第9期

机译：使用电阻突触装置和模拟CMOS神经元电路，基于STDP的无监督学习飙升神经网络
2. On-Chip Error-Triggered Learning of Multi-Layer Memristive Spiking Neural Networks [J] . Payvand Melika, Fouda Mohammed E., Kurdahi Fadi, Emerging and Selected Topics in Circuits and Systems, IEEE Journal on . 2020,第4期

机译：多层椎间盘峰值神经网络的片上触发学习
3. Imitation learning with spiking neural networks and real-world devices [J] . Harald Burgsteiner Engineering Applications of Artificial Intelligence . 2006,第7期

机译：尖峰神经网络和真实设备的模仿学习
4. A Spiking Neural Network with a Global Self-Controller for Unsupervised Learning Based on Spike-Timing-Dependent Plasticity Using Flash Memory Synaptic Devices [C] . Won-Mook Kang, Chul-Heung Kim, Soochang Lee, International Joint Conference on Neural Networks . 2019

机译：基于尖峰计时相关可塑性的具有闪存自控装置的具有全局自控制器的尖峰神经网络用于无监督学习
5. Inference and Learning in Spiking Neural Networks for Neuromorphic Systems [D] . Shrestha, Amar. 2021

机译：尖刺神经网络的推理和学习神经族系统
6. On-Chip Training Spiking Neural Networks Using Approximated Backpropagation With Analog Synaptic Devices [O] . Dongseok Kwon, Suhwan Lim, Jong-Ho Bae, 2020

机译：用模拟突触装置使用近似反向衰减的片上训练尖刺神经网络
7. On-Chip Training Spiking Neural Networks Using Approximated Backpropagation With Analog Synaptic Devices [O] . Dongseok Kwon, Suhwan Lim, Jong-Ho Bae, 2020

机译：用模拟突触装置使用近似反向衰减的片上训练尖刺神经网络

Hybrid Spintronic-CMOS Spiking Neural Network with On-Chip Learning: Devices, Circuits, and Systems

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