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 …
Magnetic domain walls: types, processes and applications
Abstract Domain walls (DWs) in magnetic nanowires are promising candidates for a variety
of applications including Boolean/unconventional logic, memories, in-memory computing as …
of applications including Boolean/unconventional logic, memories, in-memory computing as …
Initialization-Free and Magnetic Field-Free Spin–Orbit p-Bits with Backhop**-like Magnetization Switching for Probabilistic Applications
R Ren, Y Cao, C Wang, Y Guan, S Liu, L Wang… - Nano Letters, 2024 - ACS Publications
Probabilistic bits (p-bits) with thermal-and spin torque-induced nondeterministic
magnetization switching are promising candidates for performing probabilistic computing …
magnetization switching are promising candidates for performing probabilistic computing …
Synergy of Spin‐Orbit Torque and Built‐In Field in Magnetic Tunnel Junctions with Tilted Magnetic Anisotropy: Toward Tunable and Reliable Spintronic Neurons
Owing to programmable nonlinear dynamics, magnetic domain wall (DW)‐based devices
can be configured to function as spintronic neurons, promising to execute sophisticated …
can be configured to function as spintronic neurons, promising to execute sophisticated …
Tailored Plasmonic Ru/OV-MoO2 on TiO2 Catalysts via Solid-Phase Interface Engineering: Toward Highly Efficient Photoassisted Li–O2 Batteries with Enhanced …
Z Xue, Z Wang, Q Li, D Wang, L **ang… - … Applied Materials & …, 2022 - ACS Publications
The photoassisted electrochemical reactions are considered an effective method to reduce
the overpotential of Li–O2 batteries. However, achieving long-term cell cycling stability …
the overpotential of Li–O2 batteries. However, achieving long-term cell cycling stability …
StreamPIM: Streaming Matrix Computation in Racetrack Memory
Racetrack memory (RM) techniques have become promising solutions to resolve the
memory wall issue as they increase memory density, reduce energy consumption and are …
memory wall issue as they increase memory density, reduce energy consumption and are …
Realization of Multi‐Level State and Artificial Synapses Function in Stacked (Ta/CoFeB/MgO)N Structures
B Zhang, W Lv, Y Guo, B Wang, K Luo… - Advanced Electronic …, 2023 - Wiley Online Library
Spintronic devices can realize multi‐state storage and be used to simulate artificial
synapses or artificial neurons, which makes them have promising application prospect in the …
synapses or artificial neurons, which makes them have promising application prospect in the …
Domain wall magnetic tunnel junction-based artificial synapses and neurons for all-spin neuromorphic hardware
L Liu, D Wang, D Wang, Y Sun, H Lin, X Gong… - Nature …, 2024 - nature.com
We report a breakthrough in the hardware implementation of energy-efficient all-spin
synapse and neuron devices for highly scalable integrated neuromorphic circuits. Our work …
synapse and neuron devices for highly scalable integrated neuromorphic circuits. Our work …
Tilted magnetic anisotropy-tailored spin torque nano-oscillators for neuromorphic computing
Spin torque nano-oscillators (STNOs) hold significant promise for communication and bio-
inspired computing applications. However, their modulation capability is constrained by a …
inspired computing applications. However, their modulation capability is constrained by a …
Facilitating field-free perpendicular magnetization switching with a Berry curvature dipole in a Weyl semimetal
We report the synergy between orbital and spin-orbit torques in WTe 2/Fe 3 GeTe 2
heterostructures characterized by a Berry curvature dipole. By applying a current along the a …
heterostructures characterized by a Berry curvature dipole. By applying a current along the a …