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1: Comparison of conventional von-Neumann and neuromorphic architectures. a) Schematic of von-Neumann architecture. b) Schematic of a basic concept of a neuromorphic architecture. c) Logical operations of Boolean AND gate with truth table implemented by transistors. d) Graphical representation of the operation of an artificial neuron. Adapted from [59].

1: Comparison of conventional von-Neumann and neuromorphic architectures. a) Schematic of von-Neumann architecture. b) Schematic of a basic concept of a neuromorphic architecture. c) Logical operations of Boolean AND gate with truth table implemented by transistors. d) Graphical representation of the operation of an artificial neuron. Adapted from [59].

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Spintronics nanodevices, which exploit both the magnetic and electrical properties of electrons, have emerged to bring various exciting characteristics promising for neuromorphic computing. Magnetic textures, such as domain walls and skyrmions, are particularly intriguing as neuromorphic components because they can support different functionalities...