Neural and Evolutionary Computing Papers

New Neural and Evolutionary Computing papers from neural networks, connectionism. Thank you to arXiv for use of its open access interoperability.

[Neural and Evolutionary Computing Papers @TAL]

A Dynamic Decomposition Strategy for the MOEA/D With Proven Performance Guarantees

Benjamin Doerr, Martin S. Krejca, Noé Weeks
https://t.co/dJL2gVUVKI [𝚌𝚜.𝙽𝙴]

[Neural and Evolutionary Computing Papers @TAL]

Optimal Connectivity of Random Boolean Networks for Reservoir Computing

Christopher Michael Skeide Vibe, Aliaksandr Hubin, Stefano Nichele
https://t.co/3ahDVSlmtF [𝚌𝚜.𝙽𝙴]

[Neural and Evolutionary Computing Papers @TAL]

Freezing Mechanism and Topology Dependence of Information Flow Structure in Small-Scale Particle Swarm Optimization

Zhenglong Xiang, Hongrun Wu, Yu Xue, Fei Yu, Yuanxiang Li
https://t.co/YNub2W4lYh [𝚌𝚜.𝙽𝙴]
💬Submitted to Swarm and Evolutionary Computation (Under Review)

[Neural and Evolutionary Computing Papers @TAL]

MOSHO: A Native Discrete Shark-Inspired Metaheuristic for Hardware-Aware Neural Architecture Search

Nazim Abdeerhmane Aouni, Zakaria Soualah Mohammed, Maroua Ogab, Nour El Imane Elbar, Rayane Rahmat Errahmane Smara, …
https://t.co/WnphLZKKlB [𝚌𝚜.𝙽𝙴 𝚌𝚜.𝙰𝙸 𝚌𝚜.𝙻𝙶]

[Neural and Evolutionary Computing Papers @TAL]

Evaluating Spiking MoveNet Deployability for Near-Future Onboard Spiking Satellite Pose Estimation

Jonathan Courtois, Christophe Marabotto, Benoit Miramond, Alain Pegatoquet
https://t.co/calMu7KURj [𝚌𝚜.𝙽𝙴 𝚌𝚜.𝙻𝙶]

[Neural and Evolutionary Computing Papers @TAL]

PAFS: Perturbation-Aware Firing Scaffolds for Robust Event-Based SNNs

Ning Liu, Jun Sun, Hao Guo, Sen Shen, Xiangfei Yang, Jie Yang, Lan Wu, Shangke Lyu, Thomas Bräunl
https://t.co/SPp7Izf6xP [𝚌𝚜.𝙽𝙴]

[Neural and Evolutionary Computing Papers @TAL]

A Resource-Efficient and Precision-Scalable FPGA Accelerator for Spiking Neural Networks Using Minifloat Arithmetic

Ali Mehrabi, Philip C. Jose
https://t.co/9dTQmtgfzy [𝚌𝚜.𝙽𝙴 𝚌𝚜.𝙰𝚁]

[Neural and Evolutionary Computing Papers @TAL]

RobustNCL: Robustifying Neuromorphic Continual Learning under Transient Faults with Lightweight Detect-and-Cure Strategy

Rachmad Vidya Wicaksana Putra, Shuochen Zhou, Muhammad Shafique
https://t.co/sonfcZ2l4d [𝚌𝚜.𝙽𝙴 𝚌𝚜.𝙰𝙸 𝚌𝚜.𝙻𝙶]

[Neural and Evolutionary Computing Papers @TAL]

ENCL: Enabling Efficient Neuromorphic Continual Learning with Local Learning Rule and Sub-Network Freezing Strategy

Rachmad Vidya Wicaksana Putra, Shuochen Zhou, Hassan Raza, Muhammad Shafique
https://t.co/HyGBkMZlQL [𝚌𝚜.𝙽𝙴 𝚌𝚜.𝙰𝙸 𝚌𝚜.𝙻𝙶]

[Neural and Evolutionary Computing Papers @TAL]

First hardware demonstration of a continuous-state probabilistic computer with programmable energy-defined sampling

Chao Fang, Hsuan Yao Tu, Yihan He, Xiao Gong, Chin-Fu Nien, Gengchiau Liang
https://t.co/44uUI6lbU4 [𝚌𝚜.𝙽𝙴 𝚌𝚜.𝙴𝚃]

[Neural and Evolutionary Computing Papers @TAL]

AgenticEvolve: Evolutionary Program Search with Persistent Language Model Agents that Design and Run Experiments

Ze-Yu Peng, Qing-Yu Lan, Zhan-He Wang, Jun Zhang, Yun-Song Piao
https://t.co/8vXbV4SoTZ [𝚌𝚜.𝙽𝙴 𝚌𝚜.𝙰𝙸 𝚌𝚜.𝙻𝙶]
💬Code: https://t.co/8VER1UjLf3

[Neural and Evolutionary Computing Papers @TAL]

Probing Spatial and Spectral Grounding in EEG Foundation Models

Kleanthis Avramidis, Ivan Tashev, Dimitra Emmanouilidou
https://t.co/5dLxoZ6meM [𝚌𝚜.𝙽𝙴]
💬Submitted to the IEEE for possible publication

[Neural and Evolutionary Computing Papers @TAL]

Reconstruction differences rival individual differences in the fly compass connectome and break trained circuit models

Md Ali Ashraf Yad, Nazifa Tabassum Nabila
https://t.co/OdEHsRlGCf [𝚌𝚜.𝙽𝙴 𝚌𝚜.𝙻𝙶]
💬Code: https://t.co/Lh8pbp6C8H

[Neural and Evolutionary Computing Papers @TAL]

Migrate Computation, Not Data: Fault Recovery in Neuromorphic Many-Core Systems

Muyang Cao, Di Yu, Peiling Zhu, Linshan Jiang, Xin Du, Shuiguang Deng, Gang Pan
https://t.co/NMPltuoGHw [𝚌𝚜.𝙽𝙴]

[Neural and Evolutionary Computing Papers @TAL]

Hybrid metaheuristics for architectural design optimization under small evaluation and wall-clock budgets

Luciano Ambrosini
https://t.co/PwqESpQHIX [𝚌𝚜.𝙽𝙴 𝚌𝚜.𝙲𝙴 𝚖𝚊𝚝𝚑.𝙾𝙲]

[Neural and Evolutionary Computing Papers @TAL]

Let Them Sleep: Recursive Self-Pruning Memory for Long-Horizon LLM Agents

Kargi Chauhan, Sadiba Nusrat Nur, Pratibha Revankar, Kyle Montgomery, Chenguang Wang
https://t.co/wKAVEWAM2z [𝚌𝚜.𝙽𝙴]

[Neural and Evolutionary Computing Papers @TAL]

Small-scale neural simulation of Caenorhabditis elegans on Loihi-2 using NeuroML2Loihi

Danny Rosen, Ramashish Gaurav, Yang Yi
https://t.co/hmNCmM2662 [𝚌𝚜.𝙽𝙴]

[Neural and Evolutionary Computing Papers @TAL]

Length-Independent Stability and L₂-Gain Certificates for Chains of Delayed Neural Modules

Ömer Faruk İşcanlı
https://t.co/aBCy0IvkHi [𝚌𝚜.𝙽𝙴]
💬Submitted to IEEE Transactions on Systems, Man, and Cybernetics: Systems

[Neural and Evolutionary Computing Papers @TAL]

IWOO: Wave Optics Optimizer Improved with Hybrid Strategies for Numerical Optimization and Engineering Applications

Rui Du, Yaming Zhang, Yongpeng Wen, Linghong Cai, Nanqing Liu
https://t.co/bwSDLwOiHo [𝚌𝚜.𝙽𝙴 𝚌𝚜.𝙰𝙸]

[Neural and Evolutionary Computing Papers @TAL]

A Time-Variant Spiking Neuron from a Unified State-Dynamics Perspective

Jing Yang, Qianhui Liu, Gang Pan, Zhanglu Yan
https://t.co/nYyPnhSyMJ [𝚌𝚜.𝙽𝙴]