Copertina

Solving QUBO on the Loihi 2 Neuromorphic Processor

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Pierro, Alessandro, Stratmann, Philipp, Guerra, Gabriel Andres Fonseca, Risbud, Sumedh, Shea, Timothy, Mangalore, Ashish Rao, Wild, Andreas
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Neural and Evolutionary Computing Artificial Intelligence Discrete Mathematics I.2.8, G.2.1, C.1.4
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Neuromorphic quadratic programming for efficient and scalable model predictive control
di: Mangalore, Ashish Rao, et al.
Pubblicazione: (2024)

Adaptive Surrogate-Based Strategy for Accelerating Convergence Speed when Solving Expensive Unconstrained Multi-Objective Optimisation Problems
di: Banda, Tiwonge Msulira, et al.
Pubblicazione: (2026)

A Compute and Communication Runtime Model for Loihi 2
di: Timcheck, Jonathan, et al.
Pubblicazione: (2026)

Accelerating Evolution: Integrating PSO Principles into Real-Coded Genetic Algorithm Crossover
di: Jin, Xiaobo, et al.
Pubblicazione: (2025)

Is Selection All You Need in Differential Evolution?
di: Kitamura, Tomofumi, et al.
Pubblicazione: (2025)

Transductive Spiking Graph Neural Networks for Loihi
di: Snyder, Shay, et al.
Pubblicazione: (2024)

Spiking Neural Network Architecture Search: A Survey
di: Svoboda, Kama, et al.
Pubblicazione: (2025)

Associative Constructive Evolution: Enhancing Metaheuristics through Hebbian-Learned Generative Guidance
di: Lin, Shanxian, et al.
Pubblicazione: (2026)

Shapley Value-Guided Adaptive Ensemble Learning for Explainable Financial Fraud Detection with U.S. Regulatory Compliance Validation
di: Uddin, Mohammad Nasir, et al.
Pubblicazione: (2026)

Random Search as a Baseline for Sparse Neural Network Architecture Search
di: Farahani, Rezsa
Pubblicazione: (2024)

A Balanced Approach of Rapid Genetic Exploration and Surrogate Exploitation for Hyperparameter Optimization
di: Kim, Chul, et al.
Pubblicazione: (2025)

Multi-objective Genetic Programming with Multi-view Multi-level Feature for Enhanced Protein Secondary Structure Prediction
di: Qian, Yining, et al.
Pubblicazione: (2026)

Hybrid Genetic Algorithm for Optimal User Order Routing: Multi-Objective Solver Optimization in CoW Protocol Batch Auctions
di: Marfinetz, Mitchell
Pubblicazione: (2025)

Illustrating the Efficiency of Popular Evolutionary Multi-Objective Algorithms Using Runtime Analysis
di: Dang, Duc-Cuong, et al.
Pubblicazione: (2024)

Comparing Quantum Annealing and Spiking Neuromorphic Computing for Sampling Binary Sparse Coding QUBO Problems
di: Henke, Kyle, et al.
Pubblicazione: (2024)

Multi-Constrained Evolutionary Molecular Design Framework: An Interpretable Drug Design Method Combining Rule-Based Evolution and Molecular Crossover
di: Lin, Shanxian, et al.
Pubblicazione: (2026)

Modeling Local Search Metaheuristics Using Markov Decision Processes
di: Ruiz-Torrubiano, Rubén
Pubblicazione: (2024)

Comparative Analysis of Indicators for Multiobjective Diversity Optimization
di: Pereverdieva, Ksenia, et al.
Pubblicazione: (2024)

Trilevel Memetic Algorithm for the Electric Vehicle Routing Problem
di: Milinović, Ivan, et al.
Pubblicazione: (2025)

Structures vibration control via tuned mass dampers using a co-evolution coral reefs optimization algorithm
di: Salcedo-Sanz, S, et al.
Pubblicazione: (2024)

Evolving Code with A Large Language Model
di: Hemberg, Erik, et al.
Pubblicazione: (2024)

Mining Potentially Explanatory Patterns via Partial Solutions
di: Catalano, GianCarlo, et al.
Pubblicazione: (2024)

Accelerating Linear Recurrent Neural Networks for the Edge with Unstructured Sparsity
di: Pierro, Alessandro, et al.
Pubblicazione: (2025)

A Denoising Diffusion-Based Evolutionary Algorithm Framework: Application to the Maximum Independent Set Problem
di: Soler, Joan Salvà, et al.
Pubblicazione: (2025)

A reinforcement learning guided hybrid evolutionary algorithm for the latency location routing problem
di: Zou, Yuji, et al.
Pubblicazione: (2024)

The Paradox of Success in Evolutionary and Bioinspired Optimization: Revisiting Critical Issues, Key Studies, and Methodological Pathways
di: Molina, Daniel, et al.
Pubblicazione: (2025)

Exploring Multi-Agent Reinforcement Learning for Unrelated Parallel Machine Scheduling
di: Zampella, Maria, et al.
Pubblicazione: (2024)

Genetic AI: Evolutionary Games for ab initio dynamic Multi-Objective Optimization
di: Wissgott, Philipp
Pubblicazione: (2025)

Reward-Modulated Local Learning in Spiking Encoders: Controlled Benchmarks with STDP and Hybrid Rate Readouts
di: Chakraborty, Debjyoti
Pubblicazione: (2026)

Evolutionary Data Theory: On the Similarities between Data Problems and Evolutionary Games
di: Wissgott, Philipp
Pubblicazione: (2026)

QUASAR: An Evolutionary Algorithm to Accelerate High-Dimensional Numerical Optimization
di: Soltes, Julian G.
Pubblicazione: (2025)

Evolutionary Algorithms Simulating Molecular Evolution: A New Field Proposal
di: Browning Jr., James S. L., et al.
Pubblicazione: (2024)

Optimizing Chlorination in Water Distribution Systems via Surrogate-assisted Neuroevolution
di: Monsia, Rivaaj, et al.
Pubblicazione: (2026)

Physics-Driven AI Correction in Laser Absorption Sensing Quantification
di: Kang, Ruiyuan, et al.
Pubblicazione: (2024)

Fine-Pruning: A Biologically Inspired Algorithm for Personalization of Machine Learning Models
di: Bingham, Joseph, et al.
Pubblicazione: (2026)

BMR and BWR: Two simple metaphor-free optimization algorithms for solving real-life non-convex constrained and unconstrained problems
di: Rao, Ravipudi Venkata, et al.
Pubblicazione: (2024)

The Traveling Thief Problem with Time Windows: Benchmarks and Heuristics
di: Angmalisang, Helen Yuliana, et al.
Pubblicazione: (2026)

Evolving Programmatic Skill Networks
di: Shi, Haochen, et al.
Pubblicazione: (2026)

REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models
di: Forniés-Tabuenca, Diego, et al.
Pubblicazione: (2025)

RDEx-CASK: Cauchy Mutation, Archive, and Stagnation Kick for RDEx-CSOP
di: Dikshant, et al.
Pubblicazione: (2026)