LOCATIONS
ADDRESS

Mclean, Virginia

Colorado

Florida

1660 International Dr Suite 600 McLean, VA

GET IN TOUCH

© 2019 by Deep Node, Inc.

By Wei-Chung Allen Lee, Hayden Huang, Guoping Feng, Joshua R. Sanes, Emery N. Brown, Peter T. So, Elly Nedivi - Dynamic Remodeling of Dendritic Arbors in GABAergic Interneurons of Adult Visual Cortex. Lee WCA, Huang H, Feng G, Sanes JR, Brown EN, et al. PLoS Biology Vol. 4, No. 2, e29. doi:10.1371/journal.pbio.0040029, Figure 6f, slightly altered (plus scalebar, minus letter "f".), CC BY 2.5, https://commons.wikimedia.org/w/index.php?curid=3482256

PROJECT Fortinbras

Simulating a neuron with a simple "activation function" like TANH or RELU is just plain silly.

Error backpropagation works great but gradient sharing across the network does not scale.

Real neurons communicate using a language of binary pulses over time; so do ours.

We began with simple neural nets tuned by an evolutionary algorithm.  We built the Evolutionary Compute Platform so we could scale at low cost.  We're now working on Multi-cellular Reinforcement Learning.

Multi-cellular structure is a prerequisite for our method of harnessing quantum annealing as a replacement for error back-propagation and GPU's.