Titlebook: Unconventional Computation and Natural Computation; 20th International C Daniela Genova,Jarkko Kari Conference proceedings 2023 The Editor(

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,Reservoir Computing with Nanowire Exchange-Coupled Spin Torque Oscillator Arrays,orked to produce more complex collective behaviours than single devices alone. We simulate a physical reservoir computer comprising an array of STOs, using a macro spin approximation. We demonstrate that STOs can be networked together in arrays using nanowires, and that by altering the properties of

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,Tight Bounds on the Directed Tile Complexity of a Just-Barely 3D , Rectangle at Temperature 1, assembly Model (aTAM), an elegant combinatorial model of DNA tile self-assembly. This problem is also known as the directed tile complexity problem. We work in a variant of the aTAM, restricted to having the minimum binding strength threshold (temperature) set to 1 but mildly generalized to allow s

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,Exploring the Robustness of Magnetic Ring Arrays Reservoir Computing with Linear Field Calibration,o fabrication error, then each manufactured reservoir becomes a unique artefact with unique computational properties. Under most circumstances, this is undesirable as it makes reproduction of results, or useful systems, complicated. This paper uses simulation to examine the properties of nano-scale

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,Fault Pruning: Robust Training of Neural Networks with Memristive Weights,. However, training such memristive neural networks is still challenging due to various memristor imperfections and faulty memristive elements. Such imperfections and faults are becoming increasingly severe as the density of memristor arrays increases in order to scale up weight memory. We propose f

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,Single-Shuffle Card-Based Protocol with Eight Cards per Gate,mber of used cards and shuffles, and there is a line of work that aims to reduce either of them. One of the seminal work is by Shinagawa and Nuida (Discrete Applied Mathematics 2021) that shows any Boolean function can be constructed by shuffling only once based on the garbling scheme. Their constru

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