Computer Science - Neural and Evolutionary Computing

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Machine Learning Clear Choices: The Future of Computer Decision-Making

New method helps computers explain decisions in understandable ways.

Federico Ruggeri, Gaetano Signorelli

2025-03-12T03:12:36+00:00 ― 5 min read

Latest Articles

Neural and Evolutionary Computing Revolutionizing Neural Networks: Memory Efficiency Unleashed

New techniques are boosting neural network training efficiency and memory management.

Wadjih Bencheikh, Jan Finkbeiner, Emre Neftci

2025-03-02T01:39:27+00:00 ― 8 min read

Neural and Evolutionary Computing New Insights on Randomized Search Heuristics

Researchers reveal how mutation strategies affect algorithm performance in problem-solving.

Benjamin Doerr, Martin S. Krejca, Günter Rudolph

2025-03-01T07:12:00+00:00 ― 6 min read

Machine Learning Advancing Decision Trees: The ICoEvoRDF Method

A new method for improving decision trees in machine learning.

Adam Żychowski, Andrew Perrault, Jacek Mańdziuk

2025-02-17T08:42:27+00:00 ― 5 min read

Neural and Evolutionary Computing Meet SAFormer: The Future of Neural Networks

Combining efficiency and performance, SAFormer redefines neural network capabilities.

Hangming Zhang, Alexander Sboev, Roman Rybka

2025-02-16T00:36:27+00:00 ― 5 min read

Neural and Evolutionary Computing Advancements in Language Models through In-Context Learning

Discover how new models enhance language learning and performance.

Thomas F Burns, Tomoki Fukai, Christopher J Earls

2025-02-13T06:00:00+00:00 ― 5 min read

Neural and Evolutionary Computing Neuromorphic Computing: A Smart Future

Discover how neuromorphic computing is changing the way machines learn and process information.

Béna Gabriel, Wunderlich Timo, Akl Mahmoud

2025-02-12T21:10:21+00:00 ― 6 min read

Machine Learning Revolutionizing EEG Analysis with CwA-T

CwA-T offers a smarter way to analyze EEG signals for better brain health.

Youshen Zhao, Keiji Iramina

2025-02-12T14:44:42+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Image Segmentation with Spike2Former

Spike2Former transforms spiking neural networks for better image segmentation.

Zhenxin Lei, Man Yao, Jiakui Hu

2025-02-11T04:14:42+00:00 ― 6 min read

Neural and Evolutionary Computing Understanding Attractor Networks in Optimization Algorithms

Attractor networks reveal how optimization algorithms stall during the search for solutions.

Sarah L. Thomson, Quentin Renau, Diederick Vermetten

2025-02-08T01:36:45+00:00 ― 6 min read

Machine Learning Affordable Rain Gauges Revolutionize Weather Forecasting in Rural Bolivia

Low-cost rain gauges improve rainfall prediction for vulnerable communities in Bolivia.

Edwin Salcedo

2025-02-06T15:54:27+00:00 ― 5 min read

Neural and Evolutionary Computing Harnessing Nature's Wisdom: Genetic Algorithms Explained

Learn how genetic algorithms mimic nature to solve complex problems effectively.

Jonas Wessén, Eliel Camargo-Molina

2025-02-02T17:17:54+00:00 ― 5 min read

Artificial Intelligence The New Frontier of Artificial Life

Discover how automation is changing the study of artificial life simulations.

Akarsh Kumar, Chris Lu, Louis Kirsch

2025-01-31T08:14:06+00:00 ― 6 min read

Quantum Physics Quantum Computing Takes on Time-Series Forecasting

Discover how quantum algorithms enhance time-series predictions and open new avenues.

Vignesh Anantharamakrishnan, Márcio M. Taddei

2025-01-30T07:17:56+00:00 ― 6 min read

Neural and Evolutionary Computing Mastering Many-Objective Optimization: The Role of Crossover

Discover how crossover impacts many-objective optimization strategies for effective problem-solving.

Andre Opris

2025-01-27T11:08:42+00:00 ― 7 min read

Artificial Intelligence Transforming Problem-Solving with AI: The CoEvo Framework

Discover how the CoEvo framework enhances AI's ability to address complex problems.

Ping Guo, Qingfu Zhang, Xi Lin

2025-01-25T20:37:30+00:00 ― 7 min read

Neural and Evolutionary Computing Robots That Can Smell: The Future of Sensing

Discover how robots mimic animal smell detection using advanced technology.

Shavika Rastogi, Nik Dennler, Michael Schmuker

2025-01-21T07:29:06+00:00 ― 7 min read

Neural and Evolutionary Computing Balancing Act: The XOR Motif in Brain Function

Discover how the XOR motif helps brains maintain balance and process information.

Jesus Marco de Lucas

2025-01-21T05:04:39+00:00 ― 6 min read

Human-Computer Interaction Advancements in Brain-Computer Interfaces: SSVEP Spellers

Researchers enhance SSVEP spellers for better communication through data techniques and language models.

Joseph Zhang, Ruiming Zhang, Kipngeno Koech

2025-01-21T01:03:54+00:00 ― 7 min read

Robotics Smart Robots: Adapting to Change with Neural Networks

Learn how advanced neural networks help robots navigate tricky situations.

Yi Yang, Xuchen Wang, Richard M. Voyles

2025-01-19T18:34:12+00:00 ― 6 min read

Neural and Evolutionary Computing Accelerating Network Optimization with Genetic Algorithms

Discover how GAPA speeds up network optimization using genetic algorithms.

Shanqing Yu, Meng Zhou, Jintao Zhou

2025-01-18T10:28:12+00:00 ― 5 min read