用于脉冲神经网络的集成III-V型硅半导体激光器的设计

2021 IEEE International Interconnect Technology Conference (IITC) Pub Date : 2021-07-06 DOI:10.1109/IITC51362.2021.9537482

Keshia Mekemeza Ona, B. Charbonnier, K. Hassan

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引用次数: 2

摘要

我们提出了一个单独的脉冲激光作为光子神经元，用于脉冲神经网络的放大模拟。神经元是一种通过修饰CEA Leti III-V对硅集成连续波激光器异质结构而优化为脉冲工作的半导体激光器。它完全集成到一个完整的硅光子学平台，使其成为大规模光子SNN电路的理想选择。

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Design of an Integrated III–V on silicon semiconductor laser for spiking neural networks

We present the simulation of an individual spiking laser to be used as a photonic neuron for a spiking neural network scale-up. The neuron is a semiconductor laser optimized for pulsed operation through modification of the CEA Leti III-V on Si integrated continuous wave laser’s heterostructure. Its full integration into a complete silicon photonics platform makes it ideal for large scale photonic SNN circuits.

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2021 IEEE International Interconnect Technology Conference (IITC)

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