Search Results for author: Shaswot Shresthamali

Found 2 papers, 0 papers with code

DAISM: Digital Approximate In-SRAM Multiplier-based Accelerator for DNN Training and Inference

no code implementations12 May 2023 Lorenzo Sonnino, Shaswot Shresthamali, Yuan He, Masaaki Kondo

DNNs are widely used but face significant computational costs due to matrix multiplications, especially from data movement between the memory and processing units.

Quantum Circuit Fidelity Improvement with Long Short-Term Memory Networks

no code implementations30 Mar 2023 Yikai Mao, Shaswot Shresthamali, Masaaki Kondo

By using this metric, we can observe the evolution of fidelity with time as the QC interacts with its external environment.

Time Series Forecasting

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