Full-Field Structural Imaging Studies of Neuromorphic Devices and their Environments
Category: eBooks
- views: 451
- date: 21 February 2026
- posted by: BeMyLove
Full-Field Structural Imaging Studies of Neuromorphic Devices and their Environments | 12.89 MB
Title: Full-Field Structural Imaging Studies of Neuromorphic Devicesandtheir Environments
Author: Elliot Kisiel
Category: Nonfiction, Science & Nature, Science, Biological Sciences, Molecular Physics, Physics, Solid State Physics, Technology, Material Science
Language: English | 178 Pages | ISBN: 9783032121073
Description:
This thesis makes substantial progress on the understanding of memory in neuromorphic devices. Neuromorphic systems are a promising path to energy-efficient computers of the future with processing power comparable to that of a supercomputer while consuming the energy equivalent of a meagre light bulb, thanks to their ability to perform computation and store memory at the same site. Firstly, this thesis pinpoints the heart of memory retention in neuromorphic devices based on a prominent VO2 material, which remained a matter of speculation until now. In particular, the thesis uncovers how persistence of metallic phases through electrical switching gives rise to memory effects. Secondly, the author had to exquisitely refine an emerging synchrotron-based diffraction-contrast imaging modality – dark-field x-ray microscopy (DFXM) – for use with systems with weak scattering yield. This allowed the direct observation of switching behavior and the capture of the memory-retention mechanism in real time by correlating images with a resolution approaching 100 nm range with resistance measurements. Moreover, the author reports the discovery that a substrate essential for fabrication of any film based planar devices is an active partner in their functional behavior, which can be further exploited as a new coupling mechanism for building a network of devices, ushering in a new venue of research. This thesis thus elevates DFXM to an indispensable research tool for studying quantum materials and devices alike at modern bright x-ray sources.
DOWNLOAD:
https://rapidgator.net/file/54e882c5b926d69973563f87cf16fbff/Full-Field_Structural_Imaging_Studies_of_Neuromorphic_Devices_and_their_Environments.pdf
https://nitroflare.com/view/D0D6E3B10236946/Full-Field_Structural_Imaging_Studies_of_Neuromorphic_Devices_and_their_Environments.pdf
This thesis makes substantial progress on the understanding of memory in neuromorphic devices. Neuromorphic systems are a promising path to energy-efficient computers of the future with processing power comparable to that of a supercomputer while consuming the energy equivalent of a meagre light bulb, thanks to their ability to perform computation and store memory at the same site. Firstly, this thesis pinpoints the heart of memory retention in neuromorphic devices based on a prominent VO2 material, which remained a matter of speculation until now. In particular, the thesis uncovers how persistence of metallic phases through electrical switching gives rise to memory effects. Secondly, the author had to exquisitely refine an emerging synchrotron-based diffraction-contrast imaging modality – dark-field x-ray microscopy (DFXM) – for use with systems with weak scattering yield. This allowed the direct observation of switching behavior and the capture of the memory-retention mechanism in real time by correlating images with a resolution approaching 100 nm range with resistance measurements. Moreover, the author reports the discovery that a substrate essential for fabrication of any film based planar devices is an active partner in their functional behavior, which can be further exploited as a new coupling mechanism for building a network of devices, ushering in a new venue of research. This thesis thus elevates DFXM to an indispensable research tool for studying quantum materials and devices alike at modern bright x-ray sources.
DOWNLOAD:
https://rapidgator.net/file/54e882c5b926d69973563f87cf16fbff/Full-Field_Structural_Imaging_Studies_of_Neuromorphic_Devices_and_their_Environments.pdf
https://nitroflare.com/view/D0D6E3B10236946/Full-Field_Structural_Imaging_Studies_of_Neuromorphic_Devices_and_their_Environments.pdf
We need your support!
Make a donation to help us stay online
Bitcoin (BTC)
bc1q08g9d22cxkawsjlf8etuek2pc9n2a3hs4cdrld
Bitcoin Cash (BCH)
qqvwexzhvgauxq2apgc4j0ewvcak6hh6lsnzmvtkem
Ethereum (ETH)
0xb55513D2c91A6e3c497621644ec99e206CDaf239
Litecoin (LTC)
ltc1qt6g2trfv9tjs4qj68sqc4uf0ukvc9jpnsyt59u
USDT (ERC20)
0xb55513D2c91A6e3c497621644ec99e206CDaf239
USDT (TRC20)
TYdPNrz7v1P9riWBWZ317oBgJueheGjATm
Information |
|||
 |
Users of GUESTS are not allowed to comment this publication. | ||