Innovations in adaptive LIF neurons enhance performance in temporal and spatial tasks.
― 6 min read
Computer Science - Neural and Evolutionary Computing
RSSThis article looks at enhancing the design of hand exoskeletons for better user support.
― 6 min read
This study assesses KANs for effective fraud detection in various industries.
― 5 min read
TACOS offers a solution to catastrophic interference in AI learning systems.
― 5 min read
New activation functions improve neural networks for solving complex equations.
― 6 min read
Polar-FFA improves learning in neural networks, enhancing accuracy and stability.
― 6 min read
A look at improving train scheduling with continual learning agents.
― 6 min read
Introducing LFLDNets, a new approach for efficient modeling of complex physical systems.
― 6 min read
This article examines how mutation strength adaptation improves evolutionary algorithm performance.
― 5 min read
An in-depth look at Gated Recurrent Units in sequence learning.
― 6 min read
A new method improves gas measurement accuracy using machine learning and physics.
― 7 min read
NeurELA improves Black-Box Optimization through real-time landscape analysis and meta-learning.
― 6 min read
A look into efficient AI using SNNs and IMC technology.
― 5 min read
A new algorithm improves brain activity estimates in complex noise environments.
― 6 min read
A new method simplifies how we assess model uncertainty in predictions.
― 5 min read
Explore the complex journey of how we see colors.
― 7 min read
Exploring polynomial neural networks and their applications in various fields.
― 5 min read
Discover how neuromorphic computing mimics brain learning for efficient machine intelligence.
― 6 min read
Innovative architecture enhances efficiency in deep learning through optical computation.
― 6 min read
A new model improves accuracy of wind speed predictions in challenging landscapes.
― 4 min read
Examining how SNNs compare to ANNs in energy consumption.
― 7 min read
Analyzing the impact of quaternion-based components on image classification performance.
― 5 min read
ART simplifies deep learning model development with structured steps and debugging tools.
― 4 min read
Exploring continuous learning in neural networks through the Neural Tangent Ensemble.
― 8 min read
A new method improves signal separation efficiency in various applications.
― 5 min read
A new simulator evolves agents capable of culture and reasoning.
― 6 min read
Participants tackled complex robotics tasks at the AI Olympics using advanced techniques.
― 6 min read
Introducing new quantum neural networks that adapt and learn from changing data.
― 4 min read
A new framework boosts remote sensing efficiency using brain-inspired techniques.
― 6 min read
A novel approach enhances solving complex optimization challenges with discrete and continuous variables.
― 4 min read
A new model offers energy-efficient language processing for small devices.
― 5 min read
SNNAX simplifies and accelerates the simulation of Spiking Neural Networks for researchers.
― 5 min read
This article discusses using sound to help robots detect obstacles.
― 5 min read
A look into how superposition enhances neural network efficiency and complexity handling.
― 7 min read
This article assesses the effectiveness of sparse autoencoders in knowledge representation about cities.
― 5 min read
Exploring the impact of predictive coding on neural network learning methods.
― 6 min read
A new method allows for easier conversion of ANNs to SNNs with less energy use.
― 7 min read
A look into how reservoir computing manages multiple tasks and its challenges.
― 7 min read
New study highlights EEG and AI for early Alzheimer's diagnosis.
― 5 min read
A framework using LLMs to enhance evolutionary algorithms for MOPs.
― 6 min read