Concept

Intelligence computationnelle

Publications associées (6)

EdgeAI-Aware Design of In-Memory Computing Architectures

Driven by the demand for real-time processing and the need to minimize latency in AI algorithms, edge computing has experienced remarkable progress. Decision-making AI applications stand out for their heavy reliance on data-centric operations, predominantl ...

EPFL2024

Automated Design: A Journey Across Modelling, Optimization, and Education

Cyril Picard

Machine intelligence greatly impacts almost all domains of our societies. It is profoundly changing the field of mechanical engineering with new technical possibilities and processes. The education of future engineers also needs to adapt in terms of techni ...

EPFL2021

Experimental Demonstration of Supervised Learning in Spiking Neural Networks with Phase-Change Memory Synapses

Irem Boybat Kara, Evangelos Eleftheriou, Abu Sebastian

Spiking neural networks (SNN) are computational models inspired by the brain's ability to naturally encode and process information in the time domain. The added temporal dimension is believed to render them more computationally efficient than the conventio ...

2020

Group Transport Along a Robot Chain in a Self-Organised Robot Colony

Francesco Mondada, Michael Bonani, Roderich Gross

We study groups of autonomous robots engaged in a foraging task as typically found in some ant colonies. The task is to find a prey object and a nest object, establish a path between the two, and transport the prey to the nest. Once a path is established, ...

IOS Press2006

SWARM-BOT: a New Distributed Robotic Concept

Dario Floreano, Francesco Mondada, André Guignard, Mirco Dorigo, Luca Maria Gambardella

The swarm intelligence paradigm has proven to have very interesting properties such as robustness, flexibility and ability to solve complex problems exploiting parallelism and self-organization. Several robotics implementations of this paradigm confirm tha ...

2004

Collective Complexity out of Individual Simplicity. Invited book review on''Swarm Intelligence: From Natural to Artificial Systems'', by E. Bonabeau, M. Dorigo, and G. Theraulaz

Alcherio Martinoli

Review of: Swarm Intelligence: From Natural to Artificial Systems by Eric Bonabeau, Marco Dorigo, and Guy Theraulaz, Oxford University Press, 1999, 307 pp. ...

MIT Press2001

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