Search Results for author: Adam Perrett

Found 2 papers, 1 papers with code

Emergent Explainability: Adding a causal chain to neural network inference

no code implementations29 Jan 2024 Adam Perrett

This position paper presents a theoretical framework for enhancing explainable artificial intelligence (xAI) through emergent communication (EmCom), focusing on creating a causal understanding of AI model outputs.

Decision Making Explainable artificial intelligence +1

A max-affine spline approximation of neural networks using the Legendre transform of a convex-concave representation

1 code implementation16 Jul 2023 Adam Perrett, Danny Wood, Gavin Brown

This work presents a novel algorithm for transforming a neural network into a spline representation.

Cannot find the paper you are looking for? You can Submit a new open access paper.