Neuromorphic spintronics
Neuromorphic computing uses brain-inspired principles to design circuits that can perform
computational tasks with superior power efficiency to conventional computers. Approaches …
computational tasks with superior power efficiency to conventional computers. Approaches …
Artificial neuronal devices based on emerging materials: neuronal dynamics and applications
Artificial neuronal devices are critical building blocks of neuromorphic computing systems
and currently the subject of intense research motivated by application needs from new …
and currently the subject of intense research motivated by application needs from new …
Spintronic leaky-integrate-fire spiking neurons with self-reset and winner-takes-all for neuromorphic computing
D Wang, R Tang, H Lin, L Liu, N Xu, Y Sun… - Nature …, 2023 - nature.com
Neuromorphic computing using nonvolatile memories is expected to tackle the memory wall
and energy efficiency bottleneck in the von Neumann system and to mitigate the stagnation …
and energy efficiency bottleneck in the von Neumann system and to mitigate the stagnation …
Nonlinearity in memristors for neuromorphic dynamic systems
As semiconductor technology enters the more than Moore era, there exists an apparent
contradiction between the rapidly growing demands for data processing and the visible …
contradiction between the rapidly growing demands for data processing and the visible …
Magnetic skyrmions for unconventional computing
Improvements in computing performance have significantly slowed down over the past few
years owing to the intrinsic limitations of computing hardware. However, the demand for data …
years owing to the intrinsic limitations of computing hardware. However, the demand for data …
Memristive synapses and neurons for bioinspired computing
To realize highly efficient neuromorphic computing that is comparable to biological
counterparts, bioinspired computing systems, consisting of biorealistic artificial synapses …
counterparts, bioinspired computing systems, consisting of biorealistic artificial synapses …
Fundamental physics and applications of skyrmions: A review
Beyond-CMOS computational paradigms are necessary to solving the problems that we face
with modern computers in achieving scalability, low energy consumption, reduced latency …
with modern computers in achieving scalability, low energy consumption, reduced latency …
Prospect of spin-orbitronic devices and their applications
Science, engineering, and medicine ultimately demand fast information processing with ultra-
low power consumption. The recently developed spin-orbit torque (SOT)-induced …
low power consumption. The recently developed spin-orbit torque (SOT)-induced …
Reconfigurable neuromorphic computing: Materials, devices, and integration
Neuromorphic computing has been attracting ever‐increasing attention due to superior
energy efficiency, with great promise to promote the next wave of artificial general …
energy efficiency, with great promise to promote the next wave of artificial general …
Spintronic devices for high-density memory and neuromorphic computing–A review
Spintronics is a growing research field that focuses on exploring materials and devices that
take advantage of the electron's “spin” to go beyond charge based devices. The most …
take advantage of the electron's “spin” to go beyond charge based devices. The most …