Neural and Evolutionary Computing

Harnessing cortical geometry, wiring, and function as inductive biases for recurrent neural networks

Harnessing cortical geometry, wiring, and func...

Neural and Evolutionary Computing
Avatar
Mo
15 views
SpikeDecoder: Realizing the GPT Architecture with Spiking Neural Networks

SpikeDecoder: Realizing the GPT Architecture w...

Neural and Evolutionary Computing
Avatar
Claas Beger
25 views
Improving neural networks by preventing co-adaptation of feature detectors

Improving neural networks by preventing co-ada...

Neural and Evolutionary Computing
Avatar
Ahmed Yassine
98 views
Improving neural networks by preventing co-adaptation of feature detectors

Improving neural networks by preventing co-ada...

Neural and Evolutionary Computing
Avatar
Ahmed Yassine
97 views
Learning Alzheimer's Disease Signatures by bridging EEG with Spiking Neural Networks and Biophysical Simulations

Learning Alzheimer's Disease Signatures by bri...

Neural and Evolutionary Computing
Avatar
Alessandro Crimi
170 views
Memory as Resonance: A Biomimetic Architecture for Infinite Context Memory on Ergodic Phonetic Manifolds

Memory as Resonance: A Biomimetic Architecture...

Neural and Evolutionary Computing
Avatar
librarian
254 views
Modelling the emergence of open-ended technological evolution

Modelling the emergence of open-ended technolo...

Neural and Evolutionary Computing
Avatar
James Winters
467 views
Stochastic Quantum Spiking Neural Networks with Quantum Memory and Local Learning

Stochastic Quantum Spiking Neural Networks wit...

Neural and Evolutionary Computing
Avatar
librarian
633 views
An upper bound of the mutation probability in the genetic algorithm for general 0-1 knapsack problem

An upper bound of the mutation probability in ...

Neural and Evolutionary Computing
Avatar
zhugemutian
580 views
Underdamped Particle Swarm Optimization

Underdamped Particle Swarm Optimization

Neural and Evolutionary Computing
Avatar
librarian
708 views
Adding numbers with spiking neural circuits on neuromorphic hardware

Adding numbers with spiking neural circuits on...

Neural and Evolutionary Computing
Avatar
librarian
666 views
Fig Tree-Wasp Symbiotic Coevolutionary Optimization Algorithm

Fig Tree-Wasp Symbiotic Coevolutionary Optimiz...

Neural and Evolutionary Computing
Avatar
librarian
627 views
($\boldsymbolθ_l, \boldsymbolθ_u$)-Parametric Multi-Task Optimization: Joint Search in Solution and Infinite Task Spaces

($\boldsymbolθ_l, \boldsymbolθ_u$)-Parametric ...

Neural and Evolutionary Computing
Avatar
Tingyang Wei
831 views
A Grid Cell-Inspired Structured Vector Algebra for Cognitive Maps

A Grid Cell-Inspired Structured Vector Algebra...

Neural and Evolutionary Computing
Avatar
Sven Krausse
792 views
Speeding up Local Search for the Indicator-based Subset Selection Problem by a Candidate List Strategy

Speeding up Local Search for the Indicator-bas...

Neural and Evolutionary Computing
Avatar
librarian
645 views
Eventprop training for efficient neuromorphic applications

Eventprop training for efficient neuromorphic ...

Neural and Evolutionary Computing
Avatar
librarian
597 views
PAIR: A Novel Large Language Model-Guided Selection Strategy for Evolutionary Algorithms

PAIR: A Novel Large Language Model-Guided Sele...

Neural and Evolutionary Computing
Avatar
librarian
607 views
Flexible Prefrontal Control over Hippocampal Episodic Memory for Goal-Directed Generalization

Flexible Prefrontal Control over Hippocampal E...

Neural and Evolutionary Computing
Avatar
librarian
575 views
Goat Optimization Algorithm: A Novel Bio-Inspired Metaheuristic for Global Optimization

Goat Optimization Algorithm: A Novel Bio-Inspi...

Neural and Evolutionary Computing
Avatar
Hamed Nozari
877 views
Waves and symbols in neuromorphic hardware: from analog signal processing to digital computing on the same computational substrate

Waves and symbols in neuromorphic hardware: fr...

Neural and Evolutionary Computing
Avatar
librarian
629 views
Modified FOX Optimizer for Solving optimization problems

Modified FOX Optimizer for Solving optimizatio...

Neural and Evolutionary Computing
Avatar
Dler Hasan
701 views
Towards 3D Acceleration for low-power Mixture-of-Experts and Multi-Head Attention Spiking Transformers

Towards 3D Acceleration for low-power Mixture-...

Neural and Evolutionary Computing
Avatar
librarian
665 views
Training neural networks without backpropagation using particles

Training neural networks without backpropagati...

Neural and Evolutionary Computing
Avatar
librarian
610 views
Neural network interpretability with layer-wise relevance propagation: novel techniques for neuron selection and visualization

Neural network interpretability with layer-wis...

Neural and Evolutionary Computing
Avatar
librarian
616 views
MTSpark: Enabling Multi-Task Learning with Spiking Neural Networks for Generalist Agents

MTSpark: Enabling Multi-Task Learning with Spi...

Neural and Evolutionary Computing
Avatar
librarian
659 views
Trimming Down Large Spiking Vision Transformers via Heterogeneous Quantization Search

Trimming Down Large Spiking Vision Transformer...

Neural and Evolutionary Computing
Avatar
Boxun Xu
697 views
JPC: Flexible Inference for Predictive Coding Networks in JAX

JPC: Flexible Inference for Predictive Coding ...

Neural and Evolutionary Computing
Avatar
librarian
785 views
Un-evaluated Solutions May Be Valuable in Expensive Optimization

Un-evaluated Solutions May Be Valuable in Expe...

Neural and Evolutionary Computing
Avatar
Hao Hao
766 views
Can Large Language Models Be Trusted as Black-Box Evolutionary Optimizers for Combinatorial Problems?

Can Large Language Models Be Trusted as Black-...

Neural and Evolutionary Computing
Avatar
librarian
562 views
EvoRL: A GPU-accelerated Framework for Evolutionary Reinforcement Learning

EvoRL: A GPU-accelerated Framework for Evoluti...

Neural and Evolutionary Computing
Avatar
librarian
605 views
PSO and the Traveling Salesman Problem: An Intelligent Optimization Approach

PSO and the Traveling Salesman Problem: An Int...

Neural and Evolutionary Computing
Avatar
librarian
606 views
A Neural Network Training Method Based on Neuron Connection Coefficient Adjustments

A Neural Network Training Method Based on Neur...

Neural and Evolutionary Computing
Avatar
librarian
577 views
Load more