465 citations · 1.5k across the 12 of their papers we have counts for
Showing 2016Show all
2 papers · 1 filter
cs.AI2016★ 77 cited
Real-Time Anomaly Detection for Streaming Analytics
Subutai Ahmad, Scott Purdy
Much of the worlds data is streaming, time-series data, where anomalies give significant information in critical situations. Yet detecting anomalies in streaming data is a difficul…
q-bio.NC2016★ 57 cited
How do neurons operate on sparse distributed representations? A mathematical theory of sparsity, neurons and active dendrites
Subutai Ahmad, Jeff Hawkins
We propose a formal mathematical model for sparse representations and active dendrites in neocortex. Our model is inspired by recent experimental findings on active dendritic proce…