Analog hardware implementation of spike-based delayed feedback reservoir computing system

2017 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2017.7966288 ◽

2017 ◽

Author(s):

Jialing Li ◽

Chenyuan Zhao ◽

Kian Hamedani ◽

Yang Yi

Keyword(s):

Hardware Implementation ◽

Computing System ◽

Delayed Feedback ◽

Reservoir Computing

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A deep learning based approach for analog hardware implementation of delayed feedback reservoir computing system

2018 19th International Symposium on Quality Electronic Design (ISQED) ◽

10.1109/isqed.2018.8357305 ◽

2018 ◽

Author(s):

Jialing Li ◽

Kangjun Bai ◽

Lingjia Liu ◽

Yang Yi

Keyword(s):

Deep Learning ◽

Hardware Implementation ◽

Computing System ◽

Delayed Feedback ◽

Reservoir Computing

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A path to energy-efficient spiking delayed feedback reservoir computing system for brain-inspired neuromorphic processors

2018 19th International Symposium on Quality Electronic Design (ISQED) ◽

10.1109/isqed.2018.8357307 ◽

2018 ◽

Author(s):

Kangjun Bai ◽

Yang Yi Bradley

Keyword(s):

Energy Efficient ◽

Computing System ◽

Delayed Feedback ◽

Reservoir Computing

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Hardware-Optimized Reservoir Computing System for Edge Intelligence Applications

Cognitive Computation ◽

10.1007/s12559-020-09798-2 ◽

2021 ◽

Author(s):

Alejandro Morán ◽

Vincent Canals ◽

Fabio Galan-Prado ◽

Christian F. Frasser ◽

Dhinakar Radhakrishnan ◽

...

Keyword(s):

Computing System ◽

Reservoir Computing

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Accurate and Efficient Quantized Reservoir Computing System

2020 21st International Symposium on Quality Electronic Design (ISQED) ◽

10.1109/isqed48828.2020.9136986 ◽

2020 ◽

Author(s):

Shiya Liu ◽

Yibin Liang ◽

Victor Gan ◽

Lingjia Liu ◽

Yang Yi

Keyword(s):

Computing System ◽

Reservoir Computing

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Optoelectronic Reservoir Computing Using a Mixed Digital-Analog Hardware Implementation

Artificial Neural Networks and Machine Learning – ICANN 2019: Workshop and Special Sessions - Lecture Notes in Computer Science ◽

10.1007/978-3-030-30493-5_18 ◽

2019 ◽

pp. 170-174 ◽

Author(s):

Miguel C. Soriano ◽

Pau Massuti-Ballester ◽

Jesús Yelo ◽

Ingo Fischer

Keyword(s):

Hardware Implementation ◽

Reservoir Computing

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Performance optimization research of reservoir computing system based on an optical feedback semiconductor laser under electrical information injection

Optics Express ◽

10.1364/oe.27.019931 ◽

2019 ◽

Vol 27 (14) ◽

pp. 19931 ◽

Author(s):

DianZuo Yue ◽

ZhengMao Wu ◽

YuShuang Hou ◽

Bing Cui ◽

YanHong Jin ◽

...

Keyword(s):

Semiconductor Laser ◽

Performance Optimization ◽

Optical Feedback ◽

Computing System ◽

Reservoir Computing

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An n×n Parallel and All-optical Reservoir Computing System for Recognizing 128-bit Optical Packet Headers

10.1109/icicsp54369.2021.9611997 ◽

2021 ◽

Author(s):

Xiurong Bao ◽

Hongxi Yin

Keyword(s):

Computing System ◽

Reservoir Computing ◽

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Reservoir Computing System using Biomolecular Memristor

10.1109/nano51122.2021.9514305 ◽

2021 ◽

Author(s):

Md Razuan Hossain ◽

Joseph S. Najem ◽

Tauhidur Rahman ◽

Md Sakib Hasan

Keyword(s):

Computing System ◽

Reservoir Computing

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Collective dynamics of rate neurons for supervised learning in a reservoir computing system

Chaos An Interdisciplinary Journal of Nonlinear Science ◽

10.1063/1.5119895 ◽

2019 ◽

Vol 29 (10) ◽

pp. 103126 ◽

Author(s):

Oleg V. Maslennikov ◽

Vladimir I. Nekorkin

Keyword(s):

Supervised Learning ◽

Computing System ◽

Reservoir Computing ◽

Collective Dynamics

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Temporal data classification and forecasting using a memristor-based reservoir computing system

Nature Electronics ◽

10.1038/s41928-019-0313-3 ◽

2019 ◽

Vol 2 (10) ◽

pp. 480-487 ◽

Author(s):

John Moon ◽

Wen Ma ◽

Jong Hoon Shin ◽

Fuxi Cai ◽

Chao Du ◽

...

Keyword(s):

Data Classification ◽

Computing System ◽

Reservoir Computing ◽

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