Engineering design is often largely about the tradeoffs among the approaches to solving various challenges while meeting overall project objectives. These tradeoffs may be global such as balancing ...

Abstract: This paper presents a signal processing block intended for a NARMA-based linearization of an RF power amplifier that exhibits a non-monotonic voltage response. This type of response may be ...

In this paper, we propose a method for finding the best piecewise linearization of nonlinear functions. For this aim, we try to obtain the best approximation of a nonlinear function as a piecewise ...

The problem with efficiently linearizing large language models (LLMs) is multifaceted. The quadratic attention mechanism in traditional Transformer-based LLMs, while powerful, is computationally ...