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Reservoir Computing with Computational Matter
2018The reservoir computing paradigm of information processing has emerged as a natural response to the problem of training recurrent neural networks. It has been realized that the training phase can be avoided provided a network has some well-defined properties, e.g. the echo state property. This idea has been generalized to arbitrary artificial dynamical
Zoran Konkoli +3 more
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Memcapacitive reservoir computing
2017 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH), 2017Memristors have successfully been used to build efficient reservoir computers. The power consumption of memristive reservoirs, however, is bounded by the resistive nature of such devices. Here, we show that memcapacitors, another device in the mem-device family, offer great promise for power-efficient reservoir computers.
Tran, Dat, Teuscher, Christof
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Molecular imaging in oncology: Current impact and future directions
Ca-A Cancer Journal for Clinicians, 2022Steven P Rowe, Martin G Pomper
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Dynamical memristors for higher-complexity neuromorphic computing
Nature Reviews Materials, 2022Suhas Kumar +2 more
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Photovoltaic Reservoir Computing
Proceedings of the Neuromorphic Materials, Devices, Circuits and Systems, 2023Divyam Sharma, Si En Ng, Nripan Mathews
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Analogue computing with metamaterials
Nature Reviews Materials, 2020Farzad Zangeneh-Nejad +2 more
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SciPy 1.0: fundamental algorithms for scientific computing in Python
Nature Methods, 2020Pauli Virtanen +2 more
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2017
The present invention relates to a reservoir computing device comprising a cascade of at least two reservoir computing blocks, each reservoir computing block comprising - summing means for making a sum of a block input signal and a delayed signal output by the reservoir computing block, - a digital filter structure arranged for applying a non-linear ...
Keuninckx, Lars +2 more
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The present invention relates to a reservoir computing device comprising a cascade of at least two reservoir computing blocks, each reservoir computing block comprising - summing means for making a sum of a block input signal and a delayed signal output by the reservoir computing block, - a digital filter structure arranged for applying a non-linear ...
Keuninckx, Lars +2 more
openaire +1 more source
Edge Computing in Industrial Internet of Things: Architecture, Advances and Challenges
IEEE Communications Surveys and Tutorials, 2020Tie Qiu, Jiancheng Chi, Xiaobo Zhou
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