The paper derives a quaternion-calculus gradient rule for training quantum learning circuits and demonstrates it on a simulated 8-qubit probability-learning task, though the measurement model it relies on is not shown to match standard quantum measurement.
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A Quantum of Learning: Using Quaternion Algebra to Model Learning on Quantum Devices
The paper derives a quaternion-calculus gradient rule for training quantum learning circuits and demonstrates it on a simulated 8-qubit probability-learning task, though the measurement model it relies on is not shown to match standard quantum measurement.