Core processing neuron‐enabled circuit motifs for neuromorphic computing
نویسندگان
چکیده
Based on brain-inspired computing frameworks, neuromorphic systems implement large-scale neural networks in hardware. Although rapid advances have been made the development of artificial neurons and synapses recent years, further research is beyond these individual components focuses neuronal circuit motifs with specialized excitatory–inhibitory (E–I) connectivity patterns. In this study, we demonstrate a core processor that can be used to construct commonly circuits. The neuron, featuring an ultracompact physical configuration, integrates volatile threshold switch gate-modulated two-dimensional (2D) MoS2 field-effect channel process complex E–I spatiotemporal spiking signals. Consequently, basic circuits are constructed for biorealistic computing. For practical applications, algorithm-hardware co-design implemented gate-controlled network substantial performance improvement human speech separation.
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ژورنال
عنوان ژورنال: InfoMat
سال: 2023
ISSN: ['2770-5110', '2567-3165']
DOI: https://doi.org/10.1002/inf2.12465