Zhong Sun
- Indexed articles, last 90 days
- 1
- Latest publication
- Jul 22, 2026
- Outlet visibility, for Frontiers in Nanotechnology
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- Jul 22, 2026
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Solving linear programming in one step with RRAM-based analog matrix computing (opens the original)
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Linear programming (LP) is among the most fundamental optimization techniques. However, solving LP problems on conventional digital hardware is increasingly constrained by the polynomial computational complexity of matrix operations. In this work, we present an analog matrix computing (AMC) circuit built on resistive random-access memory (RRAM) crossbar arrays and the projection neural network (PNN) model that solves LP problems in one step. The proposed circuit directly maps the PNN dynamical s
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