ORBAI Gen3 Technology Preview
Humanoid AI is our collection of vision, hearing, comprehension, speech, and animation control systems built with our dynamic neural networks, and integrated so that they can work together and learn together to make our Artificial People more human-like to look at, interact with, and speak with.
ORBAI Neural Networks are an advancement of spiking neural networks, which work more like the human nervous system, with realistic computer models of dynamic, spiking neurons, synapses, axons, dendrites and signals that propagate in time and space, woven together into a novel, self-learning configuration we call Bidirectional Interleaved Complementary Hierarchical Neural Networks.
NeuroCAD is a software tool with a UI for designing our Dynamic Neural Networks. It allows the user to lay out the layers of spiking neurons, connect them up algorithmically, crossbreed and mutate them to generate a population of similar neural nets, then run simulations on them, train them, cull the underperformers, and then crossbreed the top performing designs and continue the genetic algorithms till a design emerges that meets the performance criteria set by the designer.
These kind of advanced tools like NeuroCAD are necessary to develop these dynamic spiking neural networks because there is no human intuition for how to construct and connect these networks. We provide a visual tool with intuitive and simple methods for people to specify the connection schemes using a parametric gene mapping. We will allow users to run the spiking neural nets on CPU, GPU, and neuromorphic processors like Intel Loihi and IBM True North.