Backpropagation-Free 4D Continuous Ant-Based Neural Topology Search
Fuente:
arXiv
Saved in:
| Main Authors: | ElSaid, AbdElRahman, Ricanek, Karl, Lyu, Zeming, Ororbia, Alexander, Desell, Travis |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Minimally Supervised Learning using Topological Projections in Self-Organizing Maps
by: Lyu, Zimeng, et al.
Published: (2024)
by: Lyu, Zimeng, et al.
Published: (2024)
Neuro-mimetic Task-free Unsupervised Online Learning with Continual Self-Organizing Maps
by: Vaidya, Hitesh, et al.
Published: (2024)
by: Vaidya, Hitesh, et al.
Published: (2024)
Minimally Supervised Topological Projections of Self-Organizing Maps for Phase of Flight Identification
by: Lyu, Zimeng, et al.
Published: (2024)
by: Lyu, Zimeng, et al.
Published: (2024)
Diversifying Toxicity Search in Large Language Models Through Speciation
by: Shelar, Onkar, et al.
Published: (2026)
by: Shelar, Onkar, et al.
Published: (2026)
ToxSearch: Evolving Prompts for Toxicity Search in Large Language Models
by: Shelar, Onkar, et al.
Published: (2025)
by: Shelar, Onkar, et al.
Published: (2025)
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions
by: Kar, Devroop, et al.
Published: (2025)
by: Kar, Devroop, et al.
Published: (2025)
Contrastive-Signal-Dependent Plasticity: Self-Supervised Learning in Spiking Neural Circuits
by: Ororbia, Alexander
Published: (2023)
by: Ororbia, Alexander
Published: (2023)
Investigating Quantum Circuit Designs Using Neuro-Evolution
by: Kar, Devroop, et al.
Published: (2026)
by: Kar, Devroop, et al.
Published: (2026)
Colony-Enhanced Recurrent Neural Architecture Search: Collaborative Ant-Based Optimization
by: Elsaid, Abdelrahman
Published: (2024)
by: Elsaid, Abdelrahman
Published: (2024)
Comparative Analysis of Four Prominent Ant Colony Optimization Variants: Ant System, Rank-Based Ant System, Max-Min Ant System, and Ant Colony System
by: Abdelmoaty, Ahmed Mohamed, et al.
Published: (2024)
by: Abdelmoaty, Ahmed Mohamed, et al.
Published: (2024)
A Backpropagation-Free Feedback-Hebbian Network for Continual Learning Dynamics
by: Li, Josh, et al.
Published: (2026)
by: Li, Josh, et al.
Published: (2026)
Meta-Representational Predictive Coding: Biomimetic Self-Supervised Learning
by: Ororbia, Alexander, et al.
Published: (2025)
by: Ororbia, Alexander, et al.
Published: (2025)
Contrastive Learning in Memristor-based Neuromorphic Systems
by: Merkel, Cory, et al.
Published: (2024)
by: Merkel, Cory, et al.
Published: (2024)
The Impact of Network Structure on Ant Colony Optimization
by: Shimizu, Taiyo, et al.
Published: (2024)
by: Shimizu, Taiyo, et al.
Published: (2024)
Tensorized Ant Colony Optimization for GPU Acceleration
by: Yang, Luming, et al.
Published: (2024)
by: Yang, Luming, et al.
Published: (2024)
Neural Architecture Search using Particle Swarm and Ant Colony Optimization
by: Lankford, Séamus, et al.
Published: (2024)
by: Lankford, Séamus, et al.
Published: (2024)
SONATA: Self-adaptive Evolutionary Framework for Hardware-aware Neural Architecture Search
by: Bouzidi, Halima, et al.
Published: (2024)
by: Bouzidi, Halima, et al.
Published: (2024)
Smart Buildings Energy Consumption Forecasting using Adaptive Evolutionary Ensemble Learning Models
by: Neshat, Mehdi, et al.
Published: (2025)
by: Neshat, Mehdi, et al.
Published: (2025)
A full process algebraic representation of Ant Colony Optimization
by: Garcia, Maria, et al.
Published: (2026)
by: Garcia, Maria, et al.
Published: (2026)
MOANA: Multi-Objective Ant Nesting Algorithm for Optimization Problems
by: Rashed, Noor A., et al.
Published: (2024)
by: Rashed, Noor A., et al.
Published: (2024)
A Review of Neuroscience-Inspired Machine Learning
by: Ororbia, Alexander, et al.
Published: (2024)
by: Ororbia, Alexander, et al.
Published: (2024)
NeuFACO: Neural Focused Ant Colony Optimization for Traveling Salesman Problem
by: Tran, Dat Thanh, et al.
Published: (2025)
by: Tran, Dat Thanh, et al.
Published: (2025)
Backpropagation through Soft Body: Investigating Information Processing in Brain-Body Coupling Systems
by: Tomioka, Hiroki, et al.
Published: (2025)
by: Tomioka, Hiroki, et al.
Published: (2025)
Projection-Free Evolution Strategies for Continuous Prompt Search
by: Cai, Yu, et al.
Published: (2026)
by: Cai, Yu, et al.
Published: (2026)
Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation
by: Yu, Chengting, et al.
Published: (2024)
by: Yu, Chengting, et al.
Published: (2024)
A Practical Guide to Tuning Spiking Neuronal Dynamics
by: Gebhardt, William, et al.
Published: (2025)
by: Gebhardt, William, et al.
Published: (2025)
Spatial-Temporal Search for Spiking Neural Networks
by: Che, Kaiwei, et al.
Published: (2024)
by: Che, Kaiwei, et al.
Published: (2024)
Extending Spike-Timing Dependent Plasticity to Learning Synaptic Delays
by: Dominijanni, Marissa, et al.
Published: (2025)
by: Dominijanni, Marissa, et al.
Published: (2025)
Parallel Hyperparameter Optimization Of Spiking Neural Network
by: Firmin, Thomas, et al.
Published: (2024)
by: Firmin, Thomas, et al.
Published: (2024)
Ranking Constraints via Topological Dual-Directional Search in Evolutionary Multi-Objective Optimization
by: Sun, Ruiqing, et al.
Published: (2026)
by: Sun, Ruiqing, et al.
Published: (2026)
Tight Stability, Convergence, and Robustness Bounds for Predictive Coding Networks
by: Mali, Ankur, et al.
Published: (2024)
by: Mali, Ankur, et al.
Published: (2024)
Brain in the Dark: Design Principles for Neuromimetic Inference under the Free Energy Principle
by: Bazargani, Mehran H., et al.
Published: (2025)
by: Bazargani, Mehran H., et al.
Published: (2025)
Backpropagation-free Spiking Neural Networks with the Forward-Forward Algorithm
by: Ghader, Mohammadnavid, et al.
Published: (2025)
by: Ghader, Mohammadnavid, et al.
Published: (2025)
Bruno: Backpropagation Running Undersampled for Novel device Optimization
by: Fehlings, Luca, et al.
Published: (2025)
by: Fehlings, Luca, et al.
Published: (2025)
Maximizing Information in Neuron Populations for Neuromorphic Spike Encoding
by: Ferdaoussi, Ahmad El, et al.
Published: (2024)
by: Ferdaoussi, Ahmad El, et al.
Published: (2024)
Ant Colony Sampling with GFlowNets for Combinatorial Optimization
by: Kim, Minsu, et al.
Published: (2024)
by: Kim, Minsu, et al.
Published: (2024)
Efficient Evaluation Methods for Neural Architecture Search: A Survey
by: Song, Xiaotian, et al.
Published: (2023)
by: Song, Xiaotian, et al.
Published: (2023)
Large Language Model Assisted Adversarial Robustness Neural Architecture Search
by: Zhong, Rui, et al.
Published: (2024)
by: Zhong, Rui, et al.
Published: (2024)
Evolving Neural Controllers for Xpilot-AI Racing Using Neuroevolution of Augmenting Topologies
by: O'Connor, Jim, et al.
Published: (2025)
by: O'Connor, Jim, et al.
Published: (2025)
Scalable Learning in Structured Recurrent Spiking Neural Networks without Backpropagation
by: Tang, Bo, et al.
Published: (2026)
by: Tang, Bo, et al.
Published: (2026)
Similar Items
-
Minimally Supervised Learning using Topological Projections in Self-Organizing Maps
by: Lyu, Zimeng, et al.
Published: (2024) -
Neuro-mimetic Task-free Unsupervised Online Learning with Continual Self-Organizing Maps
by: Vaidya, Hitesh, et al.
Published: (2024) -
Minimally Supervised Topological Projections of Self-Organizing Maps for Phase of Flight Identification
by: Lyu, Zimeng, et al.
Published: (2024) -
Diversifying Toxicity Search in Large Language Models Through Speciation
by: Shelar, Onkar, et al.
Published: (2026) -
ToxSearch: Evolving Prompts for Toxicity Search in Large Language Models
by: Shelar, Onkar, et al.
Published: (2025)