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Two-dimensional mutually synchronized spin Hall nano-oscillator arrays for neuromorphic computing
by
Åkerman Johan
, Muralidhar Shreyas
, Mazraati Hamid
, Dvornik Mykola
, Zahedinejad Mohammad
, Fulara Himanshu
, Awad, Ahmad A
, Khymyn Roman
in
Arrays
/ Cognitive ability
/ Cognitive tasks
/ Computation
/ Constrictions
/ Light scattering
/ Magnetic films
/ Microwave frequencies
/ Neuromorphic computing
/ Oscillators
/ Q factors
/ Signal generation
/ Signal quality
/ Speech recognition
/ Synchronism
/ Synchronization
/ White noise
2020
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Two-dimensional mutually synchronized spin Hall nano-oscillator arrays for neuromorphic computing
by
Åkerman Johan
, Muralidhar Shreyas
, Mazraati Hamid
, Dvornik Mykola
, Zahedinejad Mohammad
, Fulara Himanshu
, Awad, Ahmad A
, Khymyn Roman
in
Arrays
/ Cognitive ability
/ Cognitive tasks
/ Computation
/ Constrictions
/ Light scattering
/ Magnetic films
/ Microwave frequencies
/ Neuromorphic computing
/ Oscillators
/ Q factors
/ Signal generation
/ Signal quality
/ Speech recognition
/ Synchronism
/ Synchronization
/ White noise
2020
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While trying to remove the title from your shelf something went wrong :( Kindly try again later!
Do you wish to request the book?
Two-dimensional mutually synchronized spin Hall nano-oscillator arrays for neuromorphic computing
by
Åkerman Johan
, Muralidhar Shreyas
, Mazraati Hamid
, Dvornik Mykola
, Zahedinejad Mohammad
, Fulara Himanshu
, Awad, Ahmad A
, Khymyn Roman
in
Arrays
/ Cognitive ability
/ Cognitive tasks
/ Computation
/ Constrictions
/ Light scattering
/ Magnetic films
/ Microwave frequencies
/ Neuromorphic computing
/ Oscillators
/ Q factors
/ Signal generation
/ Signal quality
/ Speech recognition
/ Synchronism
/ Synchronization
/ White noise
2020
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Two-dimensional mutually synchronized spin Hall nano-oscillator arrays for neuromorphic computing
Journal Article
Two-dimensional mutually synchronized spin Hall nano-oscillator arrays for neuromorphic computing
2020
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Overview
In spin Hall nano-oscillators (SHNOs), pure spin currents drive local regions of magnetic films and nanostructures into auto-oscillating precession. If such regions are placed in close proximity to each other they can interact and may mutually synchronize. Here, we demonstrate robust mutual synchronization of two-dimensional SHNO arrays ranging from 2 × 2 to 8 × 8 nano-constrictions, observed both electrically and using micro-Brillouin light scattering microscopy. On short time scales, where the auto-oscillation linewidth Δf is governed by white noise, the signal quality factor, Q=f∕Δf, increases linearly with the number of mutually synchronized nano-constrictions (N), reaching 170,000 in the largest arrays. We also show that SHNO arrays exposed to two independently tuned microwave frequencies exhibit the same synchronization maps as can be used for neuromorphic vowel recognition. Our demonstrations may hence enable the use of SHNO arrays in two-dimensional oscillator networks for high-quality microwave signal generation and ultra-fast neuromorphic computing.Synchronization of oscillators can be used to carry out cognitive tasks. Large two-dimensional arrays of synchronized spin Hall nano-oscillators have now been demonstrated, and may in future enable neuromorphic computing on the nanoscale.
Publisher
Nature Publishing Group
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