Error mitigation for universal gates on encoded qubits

no code implementations • 8 Mar 2021 • Christophe Piveteau, David Sutter, Sergey Bravyi, Jay M. Gambetta, Kristan Temme

The Eastin-Knill theorem states that no quantum error correcting code can have a universal set of transversal gates.

Quantum Physics

ESSOP: Efficient and Scalable Stochastic Outer Product Architecture for Deep Learning

no code implementations • 25 Mar 2020 • Vinay Joshi, Geethan Karunaratne, Manuel Le Gallo, Irem Boybat, Christophe Piveteau, Abu Sebastian, Bipin Rajendran, Evangelos Eleftheriou

Strategies to improve the efficiency of MVM computation in hardware have been demonstrated with minimal impact on training accuracy.

Accurate deep neural network inference using computational phase-change memory

no code implementations • 7 Jun 2019 • Vinay Joshi, Manuel Le Gallo, Irem Boybat, Simon Haefeli, Christophe Piveteau, Martino Dazzi, Bipin Rajendran, Abu Sebastian, Evangelos Eleftheriou

In-memory computing is a promising non-von Neumann approach where certain computational tasks are performed within memory units by exploiting the physical attributes of memory devices.

Emerging Technologies