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Neural Domains
At ARQUIMEA Research Center, we believe that Artificial Intelligence is one of the main drivers of transformation in we have our own technology unit, Neural Domains, which is responsible for equipping the group with the latest technologies in the field.
Neural Domains’ mission is to enable providers of unmanned systems to implement safe and responsible autonomy, as well as real-time intelligence, in mission-critical environments.
NEURAL RADIANCE FIELDS (NeRF)
AI for scanning and modeling of 3D scenes and objects
We streamline and optimize the costs of scanning and modeling 3D scenes for both visual effects (VFX) and robotics applications.
We are pioneers in using this technology for the encoding, storage, and real-time retrieval of spatiotemporal sensory experiences (episodic memory).
Safe autonomy
We solve problems of Novelty DetectionWe refer to the ability of autonomous systems, such as vehicles, drones or robots, to operate safely and reliably in dynamic and complex environments, minimizing the risks of accidents or damage to people, property and the environment.
We investigate to solve the Novelty Detection problem with a technique developed by our research team through neural fields. We work to ensure that autonomous systems based on Artificial Intelligence are safe and do not put people or their environment at risk.
Edge machine learning
Expanding the scope of machine learning.
Machine learning, also called automated, computational or machine learning, is the subfield of computer science and a branch of Artificial Intelligence, which aims to develop techniques that enable computers to learn.
Our goal is to develop computational learning on small devices, without the need for large GPUs. We seek to bring machine learning models close to the sensors, investigating new data compression techniques.
Quatum computing
Quantum Neural Networks
We are researching new formalisms and techniques for applying deep learning concepts to quantum computers. We are also exploring the role of quantum computers in accelerating AI (QxAI).
Contact us, set us a challenge and discover everything we can offer you.
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