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
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Mo
15 views
SpikeDecoder: Realizing the GPT Architecture with Spiking Neural Networks

SpikeDecoder: Realizing the GPT Architecture w...

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

Improving neural networks by preventing co-ada...

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

Improving neural networks by preventing co-ada...

Neural and Evolutionary Computing
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Ahmed Yassine
99 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
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Alessandro Crimi
172 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
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librarian
257 views
Modelling the emergence of open-ended technological evolution

Modelling the emergence of open-ended technolo...

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

Stochastic Quantum Spiking Neural Networks wit...

Neural and Evolutionary Computing
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librarian
634 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
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zhugemutian
580 views
Underdamped Particle Swarm Optimization

Underdamped Particle Swarm Optimization

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

Adding numbers with spiking neural circuits on...

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

Fig Tree-Wasp Symbiotic Coevolutionary Optimiz...

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

A Grid Cell-Inspired Structured Vector Algebra...

Neural and Evolutionary Computing
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Sven Krausse
793 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
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librarian
647 views
Eventprop training for efficient neuromorphic applications

Eventprop training for efficient neuromorphic ...

Neural and Evolutionary Computing
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librarian
598 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
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librarian
609 views
Flexible Prefrontal Control over Hippocampal Episodic Memory for Goal-Directed Generalization

Flexible Prefrontal Control over Hippocampal E...

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

Modified FOX Optimizer for Solving optimizatio...

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

Training neural networks without backpropagati...

Neural and Evolutionary Computing
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librarian
611 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
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librarian
619 views
MTSpark: Enabling Multi-Task Learning with Spiking Neural Networks for Generalist Agents

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

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

Trimming Down Large Spiking Vision Transformer...

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

JPC: Flexible Inference for Predictive Coding ...

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

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

Neural and Evolutionary Computing
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Hao Hao
769 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
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librarian
562 views
EvoRL: A GPU-accelerated Framework for Evolutionary Reinforcement Learning

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

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

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

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

A Neural Network Training Method Based on Neur...

Neural and Evolutionary Computing
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librarian
579 views
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