Search Results for author: Andrea Ferigo

Found 3 papers, 1 papers with code

Neuron-centric Hebbian Learning

no code implementations16 Feb 2024 Andrea Ferigo, Elia Cunegatti, Giovanni Iacca

To overcome this limitation, we propose a novel plasticity model, called Neuron-centric Hebbian Learning (NcHL), where optimization focuses on neuron- rather than synaptic-specific Hebbian parameters.

Self-building Neural Networks

1 code implementation3 Apr 2023 Andrea Ferigo, Giovanni Iacca

We compare our proposed SBNN with traditional neural networks (NNs) over three classical control tasks from OpenAI.

Quality Diversity Evolutionary Learning of Decision Trees

no code implementations17 Aug 2022 Andrea Ferigo, Leonardo Lucio Custode, Giovanni Iacca

Addressing the need for explainable Machine Learning has emerged as one of the most important research directions in modern Artificial Intelligence (AI).

OpenAI Gym

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