Robotics
LeRobot
English
Korean
physical-ai
embodied-ai
humanoid
quadruped
hexapod
connectome
neuromorphic
spiking-neural-networks
snn
brain-inspired
drosophila
malecns-2026
sim-to-real
edge-ai
green-ai
arduino
esp32
webgl
threejs
reinforcement-learning
Eval Results (legacy)
Instructions to use hwihwalab/neuro-robo-connectome with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- LeRobot
How to use hwihwalab/neuro-robo-connectome with LeRobot:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Notebooks
- Google Colab
- Kaggle
Download arduino_esp32_firmware.cpp from hwihwalab/neuro-robo-connectome: direct link, hf CLI and curl.
- Browser
- Download file 3.13 kB
-
https://huggingface.co/hwihwalab/neuro-robo-connectome/resolve/e244921d2ebffd4954767330230d2fda2e3c7d6d/arduino_esp32_firmware.cpp
- Command line
-
hf download hf://hwihwalab/neuro-robo-connectome@e244921d2ebffd4954767330230d2fda2e3c7d6d/arduino_esp32_firmware.cpp
-
curl -L -o arduino_esp32_firmware.cpp https://huggingface.co/hwihwalab/neuro-robo-connectome/resolve/e244921d2ebffd4954767330230d2fda2e3c7d6d/arduino_esp32_firmware.cpp
3.13 kB
| /* ================================================================= | |
| * NEURO-ROBO STUDIO — Sim-to-Real Autonomous Firmware | |
| * Generated from 2026 MaleCNS Fruit Fly Connectome Policy | |
| * Target: Arduino Uno / ESP32 + L298N Motor Driver + Dual IR/US Sensors | |
| * Model Repository: https://huggingface.co/hwihwalab/neuro-robo-connectome | |
| * Interactive Studio: https://huggingface.co/spaces/hwihwalab/neuro-robo-studio | |
| * ================================================================= */ | |
| // Pin Configuration (L298N Dual H-Bridge Motor Driver) | |
| const int ENA = 5; // PWM Left Speed Enable (0-255) | |
| const int ENB = 6; // PWM Right Speed Enable (0-255) | |
| const int IN1 = 7; // Left Motor Forward Direction | |
| const int IN2 = 8; // Left Motor Backward Direction | |
| const int IN3 = 9; // Right Motor Forward Direction | |
| const int IN4 = 10; // Right Motor Backward Direction | |
| // Sensory Input Pins (Dual Analog Odor / Infrared Scent Receivers) | |
| const int SENSOR_LEFT = A0; // Left Antenna Scent / Obstacle Receptor (ORN_L) | |
| const int SENSOR_RIGHT = A1; // Right Antenna Scent / Obstacle Receptor (ORN_R) | |
| // 2026 MaleCNS Connectome Policy Constants (Tuned in Neuro-Robo Studio) | |
| const float FORWARD_BASE = 160.0f; // Nominal forward driving speed | |
| const float TURN_GAIN = 1.25f; // Descending (DN) turning gain coefficient | |
| void setup() { | |
| Serial.begin(115200); | |
| // Initialize Motor Control Pins | |
| pinMode(ENA, OUTPUT); | |
| pinMode(ENB, OUTPUT); | |
| pinMode(IN1, OUTPUT); | |
| pinMode(IN2, OUTPUT); | |
| pinMode(IN3, OUTPUT); | |
| pinMode(IN4, OUTPUT); | |
| Serial.println("[MaleCNS-2026] Neuromorphic Physical AI Firmware Loaded."); | |
| } | |
| void loop() { | |
| // 1. Read Simulated Biological Sensory Input (Antenna ORNs) | |
| int rawL = analogRead(SENSOR_LEFT); | |
| int rawR = analogRead(SENSOR_RIGHT); | |
| float smellL = rawL / 1023.0f; | |
| float smellR = rawR / 1023.0f; | |
| // 2. LIF Contrast Decoding (from 2026 MaleCNS ALPN -> DN Neural Circuit) | |
| float odor = smellL + smellR; | |
| float turn = 0.0f; | |
| float forward = 0.0f; | |
| if (odor > 0.02f) { | |
| // Bilateral contrast calculation (Antennal Lobe Projection Neurons) | |
| float contrast = (smellL - smellR) / max(0.02f, odor); | |
| turn = constrain(contrast * 5.0f * TURN_GAIN, -1.0f, 1.0f); | |
| forward = FORWARD_BASE * min(1.0f, odor * 1.5f); | |
| } else { | |
| // Searching pattern when scent concentration is below threshold | |
| forward = 80.0f; | |
| turn = 0.2f; | |
| } | |
| // 3. Differential Drive Output to Motor Neurons (MN) | |
| int pwmLeft = constrain((int)(forward - turn * 80.0f), 0, 255); | |
| int pwmRight = constrain((int)(forward + turn * 80.0f), 0, 255); | |
| digitalWrite(IN1, HIGH); digitalWrite(IN2, LOW); | |
| digitalWrite(IN3, HIGH); digitalWrite(IN4, LOW); | |
| analogWrite(ENA, pwmLeft); | |
| analogWrite(ENB, pwmRight); | |
| // Real-time Telemetry Stream | |
| Serial.print("ORN_L:"); Serial.print(smellL, 3); | |
| Serial.print(" | ORN_R:"); Serial.print(smellR, 3); | |
| Serial.print(" | Turn:"); Serial.print(turn, 2); | |
| Serial.print(" | PWM_L:"); Serial.print(pwmLeft); | |
| Serial.print(" | PWM_R:"); Serial.println(pwmRight); | |
| delay(20); // 50Hz Real-Time Biological Control Loop | |
| } | |