malecns

A curated list of fruit fly connectome projects: MaleCNS, FlyWire, brain simulations, embodied models, games, and research tools.

A fruit fly connectome as a drone pilot. Camera -> fly eyes -> spiking brain -> descending neurons -> drone. Live 3D demo in your browser.

Real fly anatomy and model-output starter. Custom license requires web UI and repository attribution.

A fruit fly connectome (MaleCNS v1.0) trading an intraday NIFTY straddle through OpenAlgo.

Five fruit flies pinned to electric pins. A sixth fly, wired into a reward-punishment loop, decides which two get current, gets dopamine when one maxes out, and burns when the others go cold. Six copies of the MaleCNS connectome, 166,700 neurons each, bit-identical until something is done to them. [Look at the bottom of the README]

训练果蝇大脑玩flappy bird

Native .NET inference engine for fly-connectome spiking models (MaleCNS, FlyWire) — and an honest demo of what such simulations are

Behavioural benchmark for whole-brain fruit fly connectome simulations: 31 pre-registered, cited tasks on FlyWire v783 and MaleCNS, shuffled-wiring controls, a reference LIF and the first cross-model comparison (spike-frequency adaptation beats it).

No CUDA required. Open-source Python connectome simulation SDK: CPU LIF runtime, game APIs, checkpoints, and on-demand MaleCNS/FlyWire data.

Interactive 3D Drosophila brain atlas and local connectomics research lab. Explore MaleCNS anatomy, train connectome-based neural networks, and evaluate neural architecture search with reproducible PyTorch experiments.

The fruit fly connectome (FlyWire v783, MaleCNS) running as a spiking network live in your browser. Press sugar, watch the proboscis motor neuron fire; permalink any experiment; every result scored on flybench.

Fruit Fly (Drosophila MaleCNS v1.0) biological connectome playing Microsoft Minesweeper with real-time 3D WebGL neural activity HUD. Built in PyTorch & Three.js.

malecns 驱动的 🪰 格斗小游戏

Inspectable fruit-fly neural simulation built from the official MaleCNS connectome, with foraging, learning, gym experiments, and a Three.js/WebGPU observatory.

A 3D site for kids and teens built on the real MaleCNS fruit-fly connectome: 140,024 neurons at their measured positions, replaying an escape reflex simulated on their real wiring.

CNS Rover — Connectome-guided robot navigation

A fruit fly's brain beat Claude, GPT-5, Grok and Gemini at judging health records. Code, data and paper for SuperTruth's connectome study: the MaleCNS v1.0 fly nervous system held fixed and trained to reproduce the Data Trust Index on synthetic health records, against five controls. Pre-registered, published win or lose. DOI 10.5281/zenodo.22865215

Experimental framework for running, visualizing, and evaluating machine-learning experiments on Drosophila connectomes, starting with MaleCNS visual memory and lesion-recovery studies.

166,700 real fruit fly neurons, two swords, one arena. No training or reward function, aggression is octopamine and the dodge is the giant fiber escape circuit.