Dynamical memristors for higher-complexity neuromorphic computing

S Kumar, X Wang, JP Strachan, Y Yang… - Nature Reviews …, 2022 - nature.com
Research on electronic devices and materials is currently driven by both the slowing down
of transistor scaling and the exponential growth of computing needs, which make present …

Ising machines as hardware solvers of combinatorial optimization problems

N Mohseni, PL McMahon, T Byrnes - Nature Reviews Physics, 2022 - nature.com
Ising machines are hardware solvers that aim to find the absolute or approximate ground
states of the Ising model. The Ising model is of fundamental computational interest because …

Advances in magnetics roadmap on spin-wave computing

AV Chumak, P Kabos, M Wu, C Abert… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Magnonics addresses the physical properties of spin waves and utilizes them for data
processing. Scalability down to atomic dimensions, operation in the GHz-to-THz frequency …

Third-order nanocircuit elements for neuromorphic engineering

S Kumar, RS Williams, Z Wang - Nature, 2020 - nature.com
Current hardware approaches to biomimetic or neuromorphic artificial intelligence rely on
elaborate transistor circuits to simulate biological functions. However, these can instead be …

Harnessing the Metal–Insulator Transition of VO2 in Neuromorphic Computing

P Schofield, A Bradicich, RM Gurrola… - Advanced …, 2023 - Wiley Online Library
Future‐generation neuromorphic computing seeks to overcome the limitations of von
Neumann architectures by colocating logic and memory functions, thereby emulating the …

Artificial neuronal devices based on emerging materials: neuronal dynamics and applications

H Liu, Y Qin, HY Chen, J Wu, J Ma, Z Du… - Advanced …, 2023 - Wiley Online Library
Artificial neuronal devices are critical building blocks of neuromorphic computing systems
and currently the subject of intense research motivated by application needs from new …

Electrically connected spin-torque oscillators array for 2.4 GHz WiFi band transmission and energy harvesting

R Sharma, R Mishra, T Ngo, YX Guo, S Fukami… - Nature …, 2021 - nature.com
The mutual synchronization of spin-torque oscillators (STOs) is critical for communication,
energy harvesting and neuromorphic applications. Short range magnetic coupling-based …

[PDF][PDF] Integration and co-design of memristive devices and algorithms for artificial intelligence

W Wang, W Song, P Yao, Y Li, J Van Nostrand, Q Qiu… - Iscience, 2020 - cell.com
Memristive devices share remarkable similarities to biological synapses, dendrites, and
neurons at both the physical mechanism level and unit functionality level, making the …

Bifurcation behaviors shape how continuous physical dynamics solves discrete Ising optimization

J Wang, D Ebler, KYM Wong, DSW Hui… - Nature Communications, 2023 - nature.com
Simulating physical dynamics to solve hard combinatorial optimization has proven effective
for medium-to large-scale problems. The dynamics of such systems is continuous, with no …

Reservoir computing and photoelectrochemical sensors: A marriage of convenience

G Abdi, L Alluhaibi, E Kowalewska, T Mazur… - Coordination Chemistry …, 2023 - Elsevier
Sensing technology is an important aspect of information processing. Current development
in artificial intelligence systems (especially those aimed at medical and environmental …