Towards reconfigurable optoelectronic hardware accelerator for reservoir computing

Reservoir Computing based on Mutually Injected Phase Modulated Semiconductor Lasers as a monolithic integrated hardware accelerator

IEEE Journal of Quantum Electronics ◽

10.1109/jqe.2021.3104855 ◽

2021 ◽

pp. 1-1

Author(s):

Kostas Sozos ◽

Charis Mesaritakis ◽

Adonis Bogris

Keyword(s):

Semiconductor Lasers ◽

Reservoir Computing ◽

Hardware Accelerator

Download Full-text

Hardware accelerator for finite element iterative methods

IEE Irish Signals and Systems Conference 2005 ◽

10.1049/cp:20050333 ◽

2005 ◽

Author(s):

D. Moloney

Keyword(s):

Finite Element ◽

Iterative Methods ◽

Hardware Accelerator

Download Full-text

An Optimized Hardware Accelerator for Real Time Registration of Aerial Video Imagery and Its Applications

Third International Conference on Image and Graphics (ICIG'04) ◽

10.1109/icig.2004.37 ◽

2005 ◽

Cited By ~ 2

Author(s):

R. Hafiz ◽

M.A. Tahir ◽

O. Arshad ◽

S.A. Khan

Keyword(s):

Real Time ◽

Hardware Accelerator ◽

Video Imagery ◽

Aerial Video

Download Full-text

A Fast and Efficient FPGA-based Level Set Hardware Accelerator for Image Segmentation

2020 IEEE International Conference on Integrated Circuits, Technologies and Applications (ICTA) ◽

10.1109/icta50426.2020.9331957 ◽

2020 ◽

Author(s):

Ye Liu ◽

Yin Wang ◽

Liang Chang ◽

Jun Zhou

Keyword(s):

Image Segmentation ◽

Level Set ◽

Hardware Accelerator

Download Full-text

Reducing DFT hardware overhead by use of a test microprogram in a microprogrammed hardware accelerator

2020 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT) ◽

10.1109/dft50435.2020.9250763 ◽

2020 ◽

Keyword(s):

Hardware Accelerator ◽

Hardware Overhead

Download Full-text

Stock Price Prediction Based on an Energy-Efficient Spiking-LSTM Hardware Accelerator

Journal of Physics Conference Series ◽

10.1088/1742-6596/1828/1/012050 ◽

2021 ◽

Vol 1828 (1) ◽

pp. 012050

Author(s):

Yuancong Wu ◽

Y Liu ◽

T P Chen

Keyword(s):

Energy Efficient ◽

Stock Price ◽

Hardware Accelerator ◽

Stock Price Prediction ◽

Price Prediction

Download Full-text

Functional differentiations in evolutionary reservoir computing networks

Chaos An Interdisciplinary Journal of Nonlinear Science ◽

10.1063/5.0019116 ◽

2021 ◽

Vol 31 (1) ◽

pp. 013137

Author(s):

Yutaka Yamaguti ◽

Ichiro Tsuda

Keyword(s):

Reservoir Computing

Download Full-text

Parameter extraction with reservoir computing: Nonlinear time series analysis and application to industrial maintenance

Chaos An Interdisciplinary Journal of Nonlinear Science ◽

10.1063/5.0039193 ◽

2021 ◽

Vol 31 (3) ◽

pp. 033122

Author(s):

Braden Thorne ◽

Thomas Jüngling ◽

Michael Small ◽

Melinda Hodkiewicz

Keyword(s):

Time Series ◽

Time Series Analysis ◽

Nonlinear Time Series ◽

Parameter Extraction ◽

Nonlinear Time Series Analysis ◽

Reservoir Computing ◽

Series Analysis ◽

Industrial Maintenance

Download Full-text

A DBN Hardware Accelerator for Auditory Scene Classification

2020 IEEE International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan) ◽

10.1109/icce-taiwan49838.2020.9258082 ◽

2020 ◽

Author(s):

Ching-Che Chung ◽

Huai-Xiang Zhang ◽

Ming-You Hung ◽

Hong-Jin Jian

Keyword(s):

Hardware Accelerator ◽

Scene Classification ◽

Auditory Scene

Download Full-text

Fast CORDIC based Generalized-Voronoi-Diagram Hardware Accelerator for Efficient Robotic Exploration

2020 5th International Conference on Robotics and Automation Engineering (ICRAE) ◽

10.1109/icrae50850.2020.9310864 ◽

2020 ◽

Author(s):

Yi Zhan ◽

Zihao Wang ◽

Jiarui Xu ◽

Guoyi Yu ◽

Fengwei An ◽

...

Keyword(s):

Voronoi Diagram ◽

Hardware Accelerator ◽

Robotic Exploration ◽

Generalized Voronoi Diagram

Download Full-text