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eess.SP2025
Scalable Hessian-free Proximal Conjugate Gradient Method for Nonconvex and Nonsmooth Optimization
Yiming Zhou, Wei Dai
This work studies a composite minimization problem involving a differentiable function q and a nonsmooth function h, both of which may be nonconvex. This problem is ubiquitous in s…
eess.SP2024★ 3 cited
Integrating AI in NDE: Techniques, Trends, and Further Directions
Eduardo Pérez, Cemil Emre Ardic, Ozan Çakıroğlu +9
The digital transformation is fundamentally changing our industries, affecting planning, execution as well as monitoring of production processes in a wide range of application fiel…
eess.SP2020
Accuracy and Resiliency of Analog Compute-in-Memory Inference Engines
Zhe Wan, Tianyi Wang, Yiming Zhou +2
Recently, analog compute-in-memory (CIM) architectures based on emerging analog non-volatile memory (NVM) technologies have been explored for deep neural networks (DNN) to improve…