Classification tasks using input driven nonlinear magnetization dynamics in spin Hall oscillator

Deep physical neural networks trained with backpropagation

(2022) Logan G. Wright et al.   NATURE

Highly dose dependent damping-like spin–orbit torque efficiency in O-implanted Pt

(2021) Utkarsh Shashank et al.   APPLIED PHYSICS LETTERS

Prospect of Spintronics in Neuromorphic Computing

(2021) Jing Zhou et al.   Advanced Electronic Materials

Simulations on the Effect of Magnetic Anisotropy on Switching of an Easy Cone Magnetized Free Layer

(2020) Angshuman Deka et al.   IEEE TRANSACTIONS ON MAGNETICS

Neuromorphic nanoelectronic materials

(2020) Vinod K. Sangwan et al.   Nature Nanotechnology

Current‐Induced Spin–Orbit Torques for Spintronic Applications

(2020) Jeongchun Ryu et al.   ADVANCED MATERIALS

Memory devices and applications for in-memory computing

(2020) Abu Sebastian et al.   Nature Nanotechnology

Modulation of Magnetization Precession Trajectories by Perpendicular Magnetic Anisotropy in CoFeB Thin Films

(2020) Angshuman Deka et al.   IEEE TRANSACTIONS ON MAGNETICS

Neuro-inspired computing chips

(2020) Wenqiang Zhang et al.   Nature Electronics

Emerging Memristive Artificial Synapses and Neurons for Energy‐Efficient Neuromorphic Computing

(2020) Sanghyeon Choi et al.   ADVANCED MATERIALS

IoT-Oriented Design of an Associative Memory Based on Impulsive Hopfield Neural Network with Rate Coding of LIF Oscillators

(2020) Petr Boriskov   Electronics

Towards artificial general intelligence with hybrid Tianjic chip architecture

(2019) Jing Pei et al.   NATURE

Spin-orbit torque–driven propagating spin waves

(2019) H. Fulara et al.   Science Advances

Emerging neuromorphic devices

(2019) Daniele Ielmini et al.   NANOTECHNOLOGY

Origin of Magnetization Auto-Oscillations in Constriction-Based Spin Hall Nano-Oscillators

(2018) Mykola Dvornik et al.   Physical Review Applied

Magnetization oscillations and waves driven by pure spin currents

(2017) V.E. Demidov et al.   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

Spin-Torque and Spin-Hall Nano-Oscillators

(2016) Tingsu Chen et al.   PROCEEDINGS OF THE IEEE

Deep learning

(2015) Yann LeCun et al.   NATURE

Comparison of spin-orbit torques and spin pumping across NiFe/Pt and NiFe/Cu/Pt interfaces

(2015) Tianxiang Nan et al.   PHYSICAL REVIEW B

Spin Hall effects

(2015) Jairo Sinova et al.   REVIEWS OF MODERN PHYSICS

Spin-transfer torque generated by a topological insulator

(2014) A. R. Mellnik et al.   NATURE

Spin-wave modes in permalloy/platinum wires and tuning of the mode damping by spin Hall current

(2014) Zheng Duan et al.   PHYSICAL REVIEW B

Neuromorphic Electronic Circuits for Building Autonomous Cognitive Systems

(2014) Elisabetta Chicca et al.   PROCEEDINGS OF THE IEEE

Nanowire spin torque oscillator driven by spin orbit torques

(2014) Zheng Duan et al.   Nature Communications

Spin Hall Effects in Metals

(2013) Axel Hoffmann   IEEE TRANSACTIONS ON MAGNETICS

Spectral Characteristics of the Microwave Emission by the Spin Hall Nano-Oscillator

(2013) R. H. Liu et al.   PHYSICAL REVIEW LETTERS

Learning Hierarchical Features for Scene Labeling

(2012) Clement Farabet et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Magnetic nano-oscillator driven by pure spin current

(2012) Vladislav E. Demidov et al.   NATURE MATERIALS

Control of Magnetic Fluctuations by Spin Current

(2011) V. E. Demidov et al.   PHYSICAL REVIEW LETTERS

Current-driven spin torque induced by the Rashba effect in a ferromagnetic metal layer

(2010) Ioan Mihai Miron et al.   NATURE MATERIALS

Nonlinear Auto-Oscillator Theory of Microwave Generation by Spin-Polarized Current

(2009) A. Slavin et al.   IEEE TRANSACTIONS ON MAGNETICS

Echo state networks with filter neurons and a delay&sum readout

(2009) Georg Holzmann et al.   NEURAL NETWORKS