Neural decoders for surface-code QEC achieve practical microsecond FPGA latency when trained on large datasets with appropriate inductive biases and INT4 quantization, rather than relying on architectural complexity.
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quant-ph 2years
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UNVERDICTED 2representative citing papers
A review surveying quantum computing hardware platforms, control layers, error correction, and software stacks as of 2023–2025.
citing papers explorer
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Rethink the Role of Neural Decoders in Quantum Error Correction
Neural decoders for surface-code QEC achieve practical microsecond FPGA latency when trained on large datasets with appropriate inductive biases and INT4 quantization, rather than relying on architectural complexity.
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Quantum Computing : A New Frontier for Science and Society
A review surveying quantum computing hardware platforms, control layers, error correction, and software stacks as of 2023–2025.