Quantization Effects of Artificial Neural Networks for Embedded Edge-Computing Applications

Alperen Aksoy, Ilja Bekman, Vesselin Dimitrov +6

This paper examines the use of Quantized Neural Networks (QNNs) for two resource-constrained scientific applications: automated calibration of semi- conductor quantum bits (qubits)…