Neuro-Inspired Signal Processing in Ferromagnetic Nanofibers

T. Blachowicz, J. Grzybowski, P. Steblinski, A. Ehrmann, Biomimetics 6 (2021).

Artikel | Veröffentlicht | Englisch
Autor*in
Blachowicz, Tomasz; Grzybowski, Jacek; Steblinski, Pawel; Ehrmann, AndreaFH Bielefeld
Abstract
Computers nowadays have different components for data storage and data processing, making data transfer between these units a bottleneck for computing speed. Therefore, so-called cognitive (or neuromorphic) computing approaches try combining both these tasks, as is done in the human brain, to make computing faster and less energy-consuming. One possible method to prepare new hardware solutions for neuromorphic computing is given by nanofiber networks as they can be prepared by diverse methods, from lithography to electrospinning. Here, we show results of micromagnetic simulations of three coupled semicircle fibers in which domain walls are excited by rotating magnetic fields (inputs), leading to different output signals that can be used for stochastic data processing, mimicking biological synaptic activity and thus being suitable as artificial synapses in artificial neural networks.
Erscheinungsjahr
Zeitschriftentitel
Biomimetics
Band
6
Zeitschriftennummer
2
Artikelnummer
32
eISSN
FH-PUB-ID

Zitieren

Blachowicz, Tomasz ; Grzybowski, Jacek ; Steblinski, Pawel ; Ehrmann, Andrea: Neuro-Inspired Signal Processing in Ferromagnetic Nanofibers. In: Biomimetics Bd. 6, MDPI AG (2021), Nr. 2
Blachowicz T, Grzybowski J, Steblinski P, Ehrmann A. Neuro-Inspired Signal Processing in Ferromagnetic Nanofibers. Biomimetics. 2021;6(2). doi:10.3390/biomimetics6020032
Blachowicz, T., Grzybowski, J., Steblinski, P., & Ehrmann, A. (2021). Neuro-Inspired Signal Processing in Ferromagnetic Nanofibers. Biomimetics, 6(2). https://doi.org/10.3390/biomimetics6020032
@article{Blachowicz_Grzybowski_Steblinski_Ehrmann_2021, title={Neuro-Inspired Signal Processing in Ferromagnetic Nanofibers}, volume={6}, DOI={10.3390/biomimetics6020032}, number={232}, journal={Biomimetics}, publisher={MDPI AG}, author={Blachowicz, Tomasz and Grzybowski, Jacek and Steblinski, Pawel and Ehrmann, Andrea}, year={2021} }
Blachowicz, Tomasz, Jacek Grzybowski, Pawel Steblinski, and Andrea Ehrmann. “Neuro-Inspired Signal Processing in Ferromagnetic Nanofibers.” Biomimetics 6, no. 2 (2021). https://doi.org/10.3390/biomimetics6020032.
T. Blachowicz, J. Grzybowski, P. Steblinski, and A. Ehrmann, “Neuro-Inspired Signal Processing in Ferromagnetic Nanofibers,” Biomimetics, vol. 6, no. 2, 2021.
Blachowicz, Tomasz, et al. “Neuro-Inspired Signal Processing in Ferromagnetic Nanofibers.” Biomimetics, vol. 6, no. 2, 32, MDPI AG, 2021, doi:10.3390/biomimetics6020032.
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