Arithmetic plays a major role in a computer? s performance and efficiency. Building new
computing platforms supported by the traditional binary arithmetic and silicon-based …

Strassen's algorithm for matrix multiplication gains its lower arithmetic complexity at the
expense of reduced locality of reference, which makes it challenging to implement the …

The continuous increase in the amounts of data received at the edges of the Grid is pushing
the pre-computation of sensor data at the IoT device before communicating it over the …

Stochastic computing has a long history as an alternative method of performing arithmetic on
a computer. While it can be considered an unbiased estimator of real numbers, it has a …

This paper presents XtokaxtikoX, a fully autonomous cyber-physical system employing only
stochastic arithmetic to perform computations on its data-path. Traditional implementations …

In the context of IoT, silicon devices are employed to perform intense signal processing
computations. They tend to operate under heavy constraints for power and area, traditional …

Machine learning and neural net use is increasing for many tasks, which require high
computational parallelism and but also high energy efficiency and low power consumption …

Stochastic Computing has emerged as a competitive computing paradigm that produces fast
and simple implementations of arithmetic operations, while offering high levels of …