Abstract: This letter presents novel approximate floating-point arithmetic units that leverage hardware-efficient rounding schemes to enhance computational accuracy while significantly improving ...
Abstract: With the advancements in image processing and machine learning, greater challenges have been posed to parallel computing, especially in the realm of floating-point arithmetic. In the face of ...
compact variable length storage of IEEE 754 floating-point values. mantissa encoding that supports quantization on 8-bit boundaries. succinct normalized values with unary exponent (-0.99999.. to ...
An inherent principle of publication is that others should be able to replicate and build upon the authors' published claims. A condition of publication in a Nature Portfolio journal is that authors ...
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