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- W3102275355 abstract "Neuro-inspired computing architectures are one of the leading candidates to solve complex, large-scale associative learning problems. The two key building blocks for neuromorphic computing are the synapse and the neuron, which form the distributed computing and memory units. Solid state implementations of these units remain an active area of research. Specifically, voltage or current controlled oscillators are considered a minimal representation of neurons for hardware implementations. Such oscillators should demonstrate synchronization and coupling dynamics for demonstrating collective learning behavior, besides the desirable individual characteristics such as scaling, power, and performance. To this end, we propose the use of nanoscale, epitaxial heterostructures of phase change oxides and oxides with metallic conductivity as a fundamental unit of an ultralow power, tunable electrical oscillator capable of operating in the microwave regime. Our simulations show that optimized heterostructure design with low thermal boundary resistance can result in operation frequency of up to 3 GHz and power consumption as low as 15 fJ/cycle with rich coupling dynamics between the oscillators." @default.
- W3102275355 created "2020-11-23" @default.
- W3102275355 creator A5005903367 @default.
- W3102275355 creator A5030794099 @default.
- W3102275355 date "2019-01-10" @default.
- W3102275355 modified "2023-10-16" @default.
- W3102275355 title "Low-Power Microwave Relaxation Oscillators Based on Phase-Change Oxides for Neuromorphic Computing" @default.
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- W3102275355 doi "https://doi.org/10.1103/physrevapplied.11.014020" @default.
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