Thermal management in neuromorphic materials, devices, and networks

F Torres, AC Basaran, IK Schuller - Advanced Materials, 2023 - Wiley Online Library
Abstract Machine learning has experienced unprecedented growth in recent years, often
referred to as an “artificial intelligence revolution.” Biological systems inspire the …

[HTML][HTML] Parameter extraction techniques for the analysis and modeling of resistive memories

D Maldonado, S Aldana, MB González… - Microelectronic …, 2022 - Elsevier
A revision of the different numerical techniques employed to extract resistive switching (RS)
and modeling parameters is presented. The set and reset voltages, commonly used for …

Optical super-resolution nanothermometry via stimulated emission depletion imaging of upconverting nanoparticles

Z Ye, B Harrington, AD Pickel - Science Advances, 2024 - science.org
From engineering improved device performance to unraveling the breakdown of classical
heat transfer laws, far-field optical temperature mapping with nanoscale spatial resolution …

Spatially-Resolved Thermometry of Filamentary Nanoscale Hot Spots in TiO2 Resistive Random Access Memories to Address Device Variability

T Swoboda, X Gao, CMM Rosário, F Hui… - ACS Applied …, 2023 - ACS Publications
Resistive random access memories (RRAM), based on the formation and rupture of
conductive nanoscale filaments, have attracted increased attention for application in …

High Spatial Resolution Thermal Mapping of Volatile Switching in NbOx-Based Memristor Using In Situ Scanning Thermal Microscopy

SK Nandi, E Puyoo, SK Nath, D Albertini… - … Applied Materials & …, 2022 - ACS Publications
Temperature mapping by in situ thermoreflectance thermal imaging (TRTI) or midwave
infrared spectroscopy has played an important role in understanding the origins of threshold …

[HTML][HTML] Thermal environment impact on HfOx RRAM operation: A nanoscale thermometry and modeling study

MP West, G Pavlidis, RH Montgomery… - Journal of Applied …, 2023 - pubs.aip.org
As the demand for computing applications capable of processing large datasets increases,
there is a growing need for new in-memory computing technologies. Oxide-based resistive …

Nanoscale temperature sensing of electronic devices with calibrated scanning thermal microscopy

T Swoboda, N Wainstein, S Deshmukh, Ç Köroğlu… - Nanoscale, 2023 - pubs.rsc.org
Heat dissipation threatens the performance and lifetime of many electronic devices. As the
size of devices shrinks to the nanoscale, we require spatially and thermally resolved …

Thermal Compact Modeling and Resistive Switching Analysis in Titanium Oxide-Based Memristors

JB Roldán, A Cantudo, D Maldonado… - ACS Applied …, 2024 - ACS Publications
Resistive switching devices based on the Au/Ti/TiO2/Au stack were developed. In addition to
standard electrical characterization by means of I–V curves, scanning thermal microscopy …

Insights into nonvolatile resistive switching in monolayer hexagonal boron nitride

S Mitra, S Mahapatra - Journal of Applied Physics, 2022 - pubs.aip.org
A recent demonstration of nonvolatile resistive switching in monolayer hexagonal boron
nitride (h-BN) has paved the way for the development of the thinnest memory devices …

Memristive Switching Mechanism in Colloidal InP/ZnSe/ZnS Quantum Dot-Based Synaptic Devices for Neuromorphic Computing

GW Baek, YJ Kim, J Kim, JH Chang, U Kim, S An… - Nano Letters, 2024 - ACS Publications
Quantum dots (QDs) have garnered a significant amount of attention as promising
memristive materials owing to their size-dependent tunable bandgap, structural stability, and …