![]() Keywords: Real-Time Decoding, Decoding, Quantum Error Correction, Computing Architectures, Computer Science, Fault-Tolerant Quantum Computing The market-readiness of real-time decoding will also be discussed to shed light on a possible future roadmap for the broader quantum-technology industry. The topics of the workshop cover a variety of decoding algorithms, decoding architectures and hardware, as well as co-design strategies for software and hardware. Challenges and advantages of different approaches will be discussed within both a quantum track and a classical-architecture track. This workshop aims to create a comprehensive discussion on the subject of real-time decoding and pool ideas for directions in the near and long term. It is of great importance to find the right combination of these key elements to build a practically-useful decoding architecture. Since the speed and scalability of the decoder are as critical as its accuracy, real-time decoding manifests itself as a multi-layer challenge: an efficient decoding algorithm must be implemented with the appropriate software layer, which must be executed on fast classical hardware. While previous research has primarily focused on the accuracy and threshold of a decoder, its real-time implementation is still understudied. However, the efficacy of a code, such as the surface code, is underpinned by the decoder, which can detect errors and suggest appropriate corrections. ![]() ![]() The quantum error correcting code forms the core to realize fault tolerance. Fault-tolerant quantum computation stands as a turning point for reaching quantum advantage.
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