Beforediscussing a new approach that enables floating-point implementation inhardware with performance similar to that of fixed-point processing, it isfirst necessary to discuss the reason why ...

The traditional view is that the floating-point number format is superior to the fixed-point number format when it comes to representing sound digitally. In fact, while it may be counter-intuitive, ...

To add two floating-point numbers in binary, their exponents must be equal. The number with the smaller exponent needs to have its significand (mantissa) shifted right until both exponents are equal.

Embedded C and C++ programmers are familiar with signed and unsigned integers and floating-point values of various sizes, but a number of numerical formats can be used in embedded applications. Here ...

The model now expects a floating point image which takes 4x as long to transfer to the device. In addition, the quantize operator is very slow. Lastly, it appear inference on this model has slowed ...

This paper discusses a simple and effective method for the summation of long sequences of floating point numbers. The method comprises two phases: an accumulation phase where the mantissas of the ...