A Power-Efficient Architecture for On-Chip Reservoir Computing

机译：片上水库计算的高效架构

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摘要

Reservoir computing is a neuromorphic computing paradigm which is well suited for hardware implementations. In this work, an enhanced reservoir architecture is introduced as to lower the losses and improve mixing behaviour in silicon photonic reservoir computing designs.

机译：储层计算是一种神经形态计算范例，非常适合硬件实现。在这项工作中，引入了一种增强的储层体系结构，以降低硅光子储层计算设计中的损耗并改善混合性能。

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《International conference on artificial neural networks》|2019年|161-164|共4页
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Stijn Sackesyn; Chonghuai Ma; Andrew Katumba; Joni Dambre; Peter Bienstman;
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Reservoir computing; Silicon photonics; Hardware implementation;

机译：储层计算;硅光子学;硬件实施;

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专利

1. Evaluation of the Stretch S6 Hybrid Reconfigurable Embedded CPU Architecture for Power-Efficient Scientific Computing [J] . Thang Viet Huynh, Manfred Mücke, Wilfried N. Gansterer Procedia Computer Science . 2012,第1期

机译：用于高效科学计算的Stretch S6混合可重配置嵌入式CPU体系结构评估
2. EcoG: A Power-Efficient GPU Cluster Architecture for Scientific Computing [J] . Mike Showerman, Jeremy Enos, Craig Steffen, Computing in science & engineering . 2011,第2期

机译：EcoG：用于科学计算的高效GPU集群架构
3. EcoG: A Power-Efficient GPU Cluster Architecture for Scientific Computing [J] . Computing in science & engineering . 2011,第2期

机译：EcoG：用于科学计算的高效GPU集群架构
4. A Power-Efficient Architecture for On-Chip Reservoir Computing [C] . Stijn Sackesyn, Chonghuai Ma, Andrew Katumba, International conference on artificial neural networks . 2019

机译：用于片上储存器计算的功能高效架构
5. Memcapacitive Reservoir Computing Architectures [D] . Tran, Dat Tien. 2019

机译：Memcapacitive储层计算架构
6. Design and Analysis of a Neuromemristive Reservoir Computing Architecture for Biosignal Processing [O] . Dhireesha Kudithipudi, Qutaiba Saleh, Cory Merkel, 2015

机译：用于生物信号处理的神经记忆储层计算架构的设计和分析
7. Evaluation of the Stretch S6 Hybrid Reconfigurable Embedded CPU Architecture for Power-Efficient Scientific Computing [O] . Huynh Thang Viet, Mücke Manfred, Gansterer Wilfried N. 2012

机译：用于高效科学计算的Stretch S6混合可重配置嵌入式CPU体系结构评估

A Power-Efficient Architecture for On-Chip Reservoir Computing

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