Null-model treatment of the sensory-motor boundary changes an evolutionary connectome comparison

arXiv:2609.39248 · cs.NE, q-bio.NC · Submitted 2026-09-30 · Read on arXiv

cs.NE, q-bio.NC

Submitted: 2026-09-30

Updated: 2026-09-30

Code: https://github.com/gyujeongion/flyconnectome-nulls

Terminology

• Calibration — 30× in this paper · explained in 7 episodes
• Ablation — 8× in this paper · explained in 1 episode
• Distribution Matching — 4× in this paper · explained in 2 episodes
• AUC — 3× in this paper · explained in 2 episodes
• Benchmark — 3× in this paper · explained in 2 episodes
• Abundance — 2× in this paper · explained in 1 episode
• Adaptation — 1× in this paper · explained in 1 episode
• Deep Reinforcement Learning — 1× in this paper · explained in 2 episodes
• Reinforcement Learning — 1× in this paper · explained in 4 episodes
• Robustness — 1× in this paper · explained in 5 episodes
• Sparsity — 1× in this paper · explained in 4 episodes

Sources

• Topological Sensitivity in Connectome-Constrained Neural Networks

Related papers

• Evolutionary Ensemble of Agents
• Encoding and Decoding Temporal Signals with Spiking Bandpass Wavelets
• Large Language Models and Evolutionary Computation: A Critical Review of Bidirectional Interaction, Automated Algorithm Design, and Co-Adaptive Systems
• Evolutionary Architecture Search for Chlorophyll- a Prediction in Lakes using Sentinel-2
• Learning Alzheimer's Disease Signatures by bridging EEG with Spiking Neural Networks and Biophysical Simulations
• Neuromorphic Satellite Intelligence: A Formal Framework for Event-Driven Architectures, Spike-Based Algorithms, and Quantitative Energy-Accuracy Trade-offs