In this work, we address the potential of probabilistic modelling approaches for ensuring
trustworthy AI in sensing subsystems within drone-supported autonomous wheelchairs. The …

Deploying convolutional neural networks (CNNs) in image classification systems requires
balancing conflicting goals, like throughput, power consumption, and silicon area. In safety …

Functional safety requirements of AI-based safety critical applications challenge AI models,
whose accuracy can be limited. In this paper, we show how using several cooperative deep …

Functional safety requirements of AI-based safety-critical applications challenge AI models,
whose accuracy can be limited. In this paper, we show how using several cooperative deep …

This chapter is about to present a general approach to Foundation Models (FMs) in Artificial
Intelligence (AI), some regulatory issues that can be applied to FMs and the relation …

This paper introduces additional systematic steps, actions, and technical considerations
intending to extend conventional Functional Safety Management (FSM) for developing …

The requirements for ensuring functional safety have always been very high. Modern safety-
related systems are becoming increasingly complex, making also the safety integrity …

Presentación de PowerPoint Page 1 This project has received funding from the European
Union's Horizon Europe programme under grant agreement number 101069595. Functional …