Improving artificial memory systems through new Hopfield networks inspired by biology.
― 4 min read
Computer Science - Neural and Evolutionary Computing
RSSLatest Articles
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PAO makes optimisation easier to use and understand.
― 5 min read
Comparing human problem-solving abilities with neuromorphic and traditional computers.
― 5 min read
New method improves image generation by adapting prompts for better user satisfaction.
― 5 min read
Exploring the role of niche construction in evolutionary processes.
― 6 min read
Explore how viewing neural networks as utility functions changes our understanding of their performance.
― 7 min read
Combining active learning and physical constraints improves symbolic regression results.
― 5 min read
CVGP aids researchers in uncovering complex relationships through adaptive experiments.
― 6 min read
AD-NEv framework enhances anomaly detection through innovative approaches.
― 5 min read
This research proposes optimizing individual neurons for enhanced AI performance.
― 6 min read
New method improves Bayesian inference, tackling challenges of complex data.
― 5 min read
A new model enhances understanding of belief systems in human cognition.
― 5 min read
Examining the Forward-Forward algorithm and its potential to mimic biological learning.
― 8 min read
EfficientLIF-Net reduces memory costs in SNNs while maintaining performance.
― 5 min read
Learn how DT-SNN improves efficiency in neural networks.
― 5 min read
Researchers use brain data to enhance AI learning and adaptability.
― 6 min read
Explore NE-MOEA, a non-elitist method for solving multi-objective problems efficiently.
― 5 min read
A new method predicts neural network performance using only weight parameters.
― 6 min read
Exploring methods to enhance artificial intelligence using brain-inspired approaches.
― 6 min read
Combining graph rewriting with GNNs for dynamic data analysis.
― 6 min read
New neural networks learn transformations directly from data, improving efficiency and understanding of symmetries.
― 7 min read
A novel method for training neural networks that combines classification and reconstruction.
― 5 min read
A look at how evolutionary algorithms perform when faced with various constraints.
― 6 min read
A study on how cell-like creatures evolve through natural selection in a virtual environment.
― 6 min read
A new framework enhances the detection of cyber attack paths.
― 6 min read
An innovative hardware design for real-time learning in spiking neural networks.
― 7 min read
This study shows how to adapt TTS technology to different accents efficiently.
― 5 min read
A look into the mechanics and applications of spiking neural networks.
― 6 min read
New training method enhances hyperdimensional computing performance by integrating confidence levels.
― 5 min read
This study focuses on recognizing Arabic dialects using advanced methods and limited data.
― 4 min read
A new method improves speed and accuracy in data analysis using Bayesian Decision Trees.
― 4 min read
This method improves performance in solving constrained optimization problems effectively.
― 4 min read
ARO offers a fast and accurate solution for credit card fraud detection.
― 6 min read
Research on how neural networks perform multiple tasks efficiently.
― 6 min read
Exploring the effectiveness of evolutionary strategies in finding sparse network initializations.
― 4 min read
LLMatic combines large language models and quality-diversity strategies for efficient neural architecture search.
― 6 min read
A new approach in AI that mimics brain functions for better learning.
― 6 min read
chemSKI uses graphs and local rules to model complex systems efficiently.
― 5 min read
Research shows how Neural Cellular Automata can replicate and mutate patterns over time.
― 7 min read
This study enhances exam scheduling using advanced hybrid genetic methods.
― 6 min read
Exploring various generative models and their unifying framework.
― 5 min read