IEEE

Parallel Variational Quantum Algorithms With Gradient-Informed Restart to Speed Up Optimization in the Presence of Barren Plateaus

Abstract: Inspired by the Fleming–Viot stochastic process, we propose a parallel implementation with restart of variational quantum algorithms, with the aim of reducing the time spent by the algorithm ...
IEEE

A Fully Row/Column-Parallel MRAM in-Memory Computing Macro With Memory-Resistance Boosting and Weighted Multi-Column ADC Readout

Abstract: This work demonstrates a 256(row) ${\times } 512$ (col.) fully row/column-parallel in-memory computing (IMC) macro employing foundry MRAM in 22-nm FD-SOI CMOS. Embedded nonvolatile memory ...