Interlinking spatial dimensions and kinetic processes in dissipative materials to create synthetic systems with lifelike functionality

OE Shklyaev, AC Balazs - Nature Nanotechnology, 2024 - nature.com
Biological systems spontaneously convert energy input into the actions necessary to survive.
Motivated by the efficacy of these processes, researchers aim to forge materials systems that …

Vowel recognition with four coupled spin-torque nano-oscillators

M Romera, P Talatchian, S Tsunegi, F Abreu Araujo… - Nature, 2018 - nature.com
In recent years, artificial neural networks have become the flagship algorithm of artificial
intelligence. In these systems, neuron activation functions are static, and computing is …

Two-dimensional mutually synchronized spin Hall nano-oscillator arrays for neuromorphic computing

M Zahedinejad, AA Awad, S Muralidhar… - Nature …, 2020 - nature.com
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 …

Shape-adaptable biodevices for wearable and implantable applications

Q Zhao, C Li, HC Shum, X Du - Lab on a Chip, 2020 - pubs.rsc.org
Emerging wearable and implantable biodevices have been significantly revolutionizing the
diagnosis and treatment of disease. However, the geometrical mismatch between tissues …

Memristive control of mutual spin Hall nano-oscillator synchronization for neuromorphic computing

M Zahedinejad, H Fulara, R Khymyn, A Houshang… - Nature materials, 2022 - nature.com
Synchronization of large spin Hall nano-oscillator (SHNO) arrays is an appealing approach
toward ultrafast non-conventional computing. However, interfacing to the array, tuning its …

Analog coupled oscillator based weighted Ising machine

J Chou, S Bramhavar, S Ghosh, W Herzog - Scientific reports, 2019 - nature.com
We report on an analog computing system with coupled non-linear oscillators which is
capable of solving complex combinatorial optimization problems using the weighted Ising …

From dual-mode triboelectric nanogenerator to smart tactile sensor: a multiplexing design

T Li, J Zou, F Xing, M Zhang, X Cao, N Wang… - ACS nano, 2017 - ACS Publications
Triboelectric nanogenerators (TENGs) can be applied for the next generation of artificial
intelligent products, where skin-like tactile sensing advances the ability of robotics to feel …

A functioning macroscopic “rubik's cube” assembled via controllable dynamic covalent interactions

X Ji, Z Li, X Liu, HQ Peng, F Song, J Qi… - Advanced …, 2019 - Wiley Online Library
The dynamic behavior of a macroscopic adhered hydrogel stabilized through controllable
dynamic covalent interactions is reported. These interactions, involving the cross‐linked …

A neural machine code and programming framework for the reservoir computer

JZ Kim, DS Bassett - Nature Machine Intelligence, 2023 - nature.com
From logical reasoning to mental simulation, biological and artificial neural systems possess
an incredible capacity for computation. Such neural computers offer a fundamentally novel …

A programmable hybrid digital chemical information processor based on the Belousov-Zhabotinsky reaction

A Sharma, MTK Ng, JM Parrilla Gutierrez… - nature …, 2024 - nature.com
The exponential growth of the power of modern digital computers is based upon the
miniaturization of vast nanoscale arrays of electronic switches, but this will be eventually …