Unconventional Logic on Unipolar CBRAM Based Oscillators
Theodoros Panagiotis Chatzinikolaou, Iosif-Angelos Fyrigos, Stavros Kitsios, Panagiotis Bousoulas, Michail‐Antisthenis Tsompanas, D. Tsoukalas, Georgios Ch. Sirakoulis
Abstract
Theodoros Panagiotis Chatzinikolaou, Iosif-Angelos Fyrigos, Stavros Kitsios, Panagiotis Bousoulas, Michail‐Antisthenis Tsompanas, D. Tsoukalas, Georgios Ch. Sirakoulis
Abstract
Plenty of unconventional computing techniques aim to compete with, if not outperform, traditional computers in solving high-complexity problems. The classical von Neumann computing architecture depends on centralized and sequential data processing, while biological nervous systems work on principles of distributed, parallel, and event-driven operations. Spiking or oscillation based computing is emerging as a valuable candidate on implementing these principles in circuit level. In this work we are exploiting the unipolar behavior of fabricated CBRAM devices to design a memristor-based oscillator capable of performing computations through oscillation interactions. A compact physical CBRAM model has been utilized, which has been fitted in the fabricated devices, to extract an accurate and realistic circuit simulation.
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Plenty of unconventional computing techniques aim to compete with, if not outperform, traditional computers in solving high-complexity problems. The classical von Neumann computing architecture depends on centralized and sequential data processing, while biological nervous systems work on principles of distributed, parallel, and event-driven operations. Spiking or oscillation based computing is emerging as a valuable candidate on implementing these principles in circuit level. In this work we are exploiting the unipolar behavior of fabricated CBRAM devices to design a memristor-based oscillator capable of performing computations through oscillation interactions. A compact physical CBRAM model has been utilized, which has been fitted in the fabricated devices, to extract an accurate and realistic circuit simulation.
Key concepts: Memristor, Von Neumann architecture, Unconventional computing, Computer science, Computation, Oscillation (cell signaling), Logic gate, Neuromorphic engineering