Magnonic inverse-design processor
arxiv(2024)
摘要
Artificial Intelligence (AI) technology has revolutionized our everyday lives
and research. The concept of inverse design, which involves defining a
functionality by a human and then using an algorithm to search for the device's
design, opened new perspectives for information processing. A specialized
AI-driven processor capable of solving an inverse problem in real-time offers a
compelling alternative to the time and energy-intensive CMOS computations.
Here, we report on a magnon-based processor that uses a complex reconfigurable
medium to process data in the gigahertz range, catering to the demands of 5G
and 6G telecommunication. Demonstrating its versatility, the processor solves
inverse problems using two algorithms to realize RF notch filters and
demultiplexers. The processor also exhibits potential for binary, reservoir,
and neuromorphic computing paradigms.
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