I do not know anything about neural networks and stuff but i wanted to build something i find quite interesting:
I want to distribute parts of a neural network over multiple devices in order to build a dynamic neural construct like the human body
I call every instance a "service" I differentiate between 4 types of service
- Sensor (Takes an input and forwards it)
- Logic (Acts on Sensoric inputs with help from storage)
- Action (Produces Output or actions)
- Storage (Vector DB Backend as longterm storage)
- Every service forwards an array of float representing its output layer to the next service
I would like to be able to have a central Logic service or multiple redundant logic services that get fed by a wide array of sensor services from all over the network and work together with a set of vector and other DBs in order to inform actions to take by the action services.
For example have energy and temperature sensors services on esp32 passing information to a central logic service on an raspi with a coral chip to control room temperatures learned from the occupants... Or have a robot use vision and orientation sensors in order to move through rough terrain ... Just some scifiy ideas nothing i hope to be able to archieve by myself but i wanted to play with the idea.