Výsledky vyhledávání - "Jesus García"

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Ornstein-Uhlenbeck Adaptation as a Mechanism for Learning in Brains and Machines

Autor: Fernandez, Jesus Garcia, Ahmad, Nasir, van Gerven, Marcel

Learning is a fundamental property of intelligent systems, observed across biological organisms and engineered systems. While modern intelligent systems typically rely on gradient descent for learning, the need for exact gradients and complex informa

Externí odkaz: http://arxiv.org/abs/2410.13563

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Gradient-Free Training of Recurrent Neural Networks using Random Perturbations

Autor: Fernandez, Jesus Garcia, Keemink, Sander, van Gerven, Marcel

Publikováno v: Frontiers in Neuroscience 18 (2024): 1439155

Recurrent neural networks (RNNs) hold immense potential for computations due to their Turing completeness and sequential processing capabilities, yet existing methods for their training encounter efficiency challenges. Backpropagation through time (B

Externí odkaz: http://arxiv.org/abs/2405.08967

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Arithmetic Average Density Fusion -- Part IV: Distributed Heterogeneous Fusion of RFS and LRFS Filters via Variational Approximation

Autor: Li, Tiancheng, Liang, Haozhe, Li, Guchong, Herrero, Jesús García, Pan, Quan

This paper, the fourth part of a series of papers on the arithmetic average (AA) density fusion approach and its application for target tracking, addresses the intricate challenge of distributed heterogeneous multisensor multitarget tracking, where e

Externí odkaz: http://arxiv.org/abs/2402.00080

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Easy JavaScript Simulation (EJSS) Data Analytics for Singapore

Autor: Wee, Loo Kang, Tan, Darren, Clemente, Félix Jesús Garcia, Eequembre, Francisco

We have integrated Easy JavaScript Simulation (EJSS) Data Analytics into the national Learning Management System for Singapore schools, known as the Singapore Student Learning Space (SLS). EJSS Data Analytics enhances the teaching and learning experi

Externí odkaz: http://arxiv.org/abs/2401.09676

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