This inventor holds 1 USPTO granted patent. Top assignees: Centre National De La Recherche Scientifique, Commissariat a L'energie Atomique Et Aux Energies Alternatives, Université De Chambéry - Université Savoie Mont Blanc. Active years: 2026.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile
Company Filing History:
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Years Active: 2026
Title: Martial Mermillod: Inventor in Artificial Neural Network Knowledge Transfer
Introduction
Martial Mermillod is an inventor associated with Pontcharra, France. His patent work addresses how knowledge from a trained artificial neural network can be transferred to another network. The supplied information lists 1 patent.
Latest Patents
His listed patent, “Device and Method for Transferring Knowledge of an Artificial Neural Network,” describes a method for generating training data from a trained network. It begins by injecting a sample into the network, then reinjects pseudo samples generated from replicated outputs. Repeating this process produces multiple pseudo samples originating from the same initial sample, along with corresponding output values, for training a further neural network.
Career Highlights
Mermillod is associated with the Commissariat à l’énergie atomique et aux énergies alternatives and Université Grenoble Alpes. These affiliations connect his work with research and higher education.
Collaborations
The supplied information names Miquel Angel Solinas and Marina Reyboz as Mermillod’s coworkers.
Conclusion
Martial Mermillod’s listed invention focuses on generating training data to transfer knowledge between artificial neural networks, reflecting his work in a research and academic context.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile