Examining how algorithms perform in the presence of noise during multi-objective optimization.
― 5 min read
Computer Science - Neural and Evolutionary Computing
RSSResearch shows how systems learn to adapt in real-time using brain-like mechanisms.
― 5 min read
Exploring new methods for effective perimeter defense using technology and decentralized learning.
― 5 min read
A new neuron design enhances CNN capabilities while reducing computational costs.
― 7 min read
This study explores navigation strategies in a simulated Morris Water Maze environment.
― 10 min read
Researchers find simpler models can compete with deeper networks in performance.
― 7 min read
New library enhances AI training and evaluation in NetHack.
― 8 min read
Exploring how RNS can boost efficiency and precision in deep learning.
― 4 min read
Examining the neural connections that enable memory and learning in the brain.
― 7 min read
A new framework evaluates how well speech models adapt to specific tasks.
― 6 min read
CorInfoMax aims to improve neural networks by mimicking biological learning processes.
― 6 min read
Learn effective ways to retrieve data using Hyperdimensional Computing methods.
― 6 min read
New methods for boosting SNN resistance against attacks.
― 5 min read
Learn how groups can effectively tackle complex problems through competitive search methods.
― 5 min read
New model mimics biological patterns using neural networks without external input.
― 5 min read
New methods improve efficiency and accuracy in training transformers with low-precision arithmetic.
― 4 min read
New methods tackle challenges in neural networks using memristor technology.
― 5 min read
Understanding machine learning models is crucial for trust and accountability.
― 9 min read
QNNRepair improves the accuracy of neural networks after quantization.
― 6 min read
The ELM neuron model simplifies understanding complex brain functions with fewer parameters.
― 5 min read
CIMulator aids in optimizing memory devices for better AI performance.
― 4 min read
A new neuron model improves local learning in neural networks.
― 6 min read
Explore the differences between ANN and SNN in processing data.
― 6 min read
Exploring the evolution of cellular automata with adaptive rules for complex systems.
― 5 min read
A new method reveals insights into neural network functions over time.
― 7 min read
New method allows faster neuronal simulations with flexible connection creation.
― 6 min read
This article discusses a hybrid system for machines to solve math problems efficiently.
― 6 min read
Researchers use evolutionary algorithms for mathematical equation discovery from complex data.
― 6 min read
How insights from the brain can enhance artificial intelligence learning.
― 5 min read
Exploring methods for solving inverse problems in 3D printing.
― 6 min read
This study compares CMA-ES and GES for building better model ensembles.
― 4 min read
A new method improves language models' adaptability to new languages with less data.
― 7 min read
Using real-time data to improve disease outbreak predictions.
― 5 min read
MOVE offers an innovative approach to balance multiple goals in optimization tasks.
― 5 min read
This study examines resource sharing and energy transparency in software engineering research.
― 7 min read
Exploring vulnerabilities in AI models due to deceptive imagery.
― 6 min read
Discover how SNNs and FPGAs create efficient AI solutions.
― 5 min read
A new model improves predictions for systems with multiple interacting agents.
― 7 min read
New methods improve accuracy and efficiency in spiking neural networks.
― 5 min read
New methods enhance the accuracy of company valuation through AI-driven peer identification.
― 6 min read