I will be talking about HTM systems at AI With the Best online conference. My talk and abstract are below:
Hierarchical Temporal Memory: Computing Like the Brain
Most of today’s AI technologies are extensions of ANN models that were envisioned twenty years ago. While they have some amazing capabilities, they are not truly intelligent. To attain truly intelligent machines, our approach is to understand the only thing we can all agree is intelligent today: the human brain. HTM is an AI technology that is biologically-constrained. All major algorithms at work in an HTM system were uncovered by years of intensive neuroscience research. In this presentation, I’ll describe the major mechanism of HTM at a high level, and lay a path towards the future of truly intelligent machines.