Takahiro Hanyu

Error-Tolerant Quantized Neural Network Based on Non-Weighted Arithmetic

2024

This paper describes a non-weighted number representation called unitary-weight representation and its application to neural network hardware. Compared with well-used number representations such as fixed-point ones, in which each digit has a different weight, the …