A special case of floating point data representation is block floating point format where a block of operands are forced to have a joint exponent term. This paper deals with the finite wordlength properties of this data format. The theoretical errors associated with the error model for block floating point quantization process is investigated with the help of error distribution functions. A fast and easy approximation formula for calculating signal-to-noise ratio in quantization to block floating point format is derived. This representation is found to be a useful compromise between fixed point and floating point format due to its acceptable numerical error properties over a wide dynamic range
Models of algorithms of floating-point addition are designed for chopping, correctly rounding and au...
Floating-point numbers have an intuitive meaning when it comes to physics-based numerical computatio...
This thesis develops tight upper and lower bounds on the relative error in various schemes for perf...
The amounts of data that need to be transmitted, processed, and stored by the modern deep neural net...
International audienceSystems based on fixed-point arithmetic, when carefully designed, seem to beha...
Fixed-point and floating-point realizations of digital filters are abundant in the literature of dig...
The paper analyzes the properties of the controller coefficient perturbation resulting from using fi...
Abstract—This correspondence presents an analysis of the finite register length influence on the acc...
This paper proposes an efficient finite precision block floating point (BFP) treatment to the fixed ...
For scientific computations on a digital computer the set of real numbers is usually approximated by...
In this paper, we analyze the quantization error effects of the radix-22 FFT algorithm. We propose p...
The paper analyzes the properties of the controller coefficient perturbation resulting from using fi...
The algorithms used by communication, voice and image processing systems are typically specified as ...
The use of floating point number representation is very common in digital audio workstations and in ...
Abstract—In this correspondence the analysis of overall quantization loss for the Fast Fourier Trans...
Models of algorithms of floating-point addition are designed for chopping, correctly rounding and au...
Floating-point numbers have an intuitive meaning when it comes to physics-based numerical computatio...
This thesis develops tight upper and lower bounds on the relative error in various schemes for perf...
The amounts of data that need to be transmitted, processed, and stored by the modern deep neural net...
International audienceSystems based on fixed-point arithmetic, when carefully designed, seem to beha...
Fixed-point and floating-point realizations of digital filters are abundant in the literature of dig...
The paper analyzes the properties of the controller coefficient perturbation resulting from using fi...
Abstract—This correspondence presents an analysis of the finite register length influence on the acc...
This paper proposes an efficient finite precision block floating point (BFP) treatment to the fixed ...
For scientific computations on a digital computer the set of real numbers is usually approximated by...
In this paper, we analyze the quantization error effects of the radix-22 FFT algorithm. We propose p...
The paper analyzes the properties of the controller coefficient perturbation resulting from using fi...
The algorithms used by communication, voice and image processing systems are typically specified as ...
The use of floating point number representation is very common in digital audio workstations and in ...
Abstract—In this correspondence the analysis of overall quantization loss for the Fast Fourier Trans...
Models of algorithms of floating-point addition are designed for chopping, correctly rounding and au...
Floating-point numbers have an intuitive meaning when it comes to physics-based numerical computatio...
This thesis develops tight upper and lower bounds on the relative error in various schemes for perf...