427 citations · 863 across the 5 of their papers we have counts for
Showing 2015Show all
3 papers · 1 filter
cs.NE2015★ 244 cited
Continuous online sequence learning with an unsupervised neural network model
Yuwei Cui, Subutai Ahmad, Jeff Hawkins
The ability to recognize and predict temporal sequences of sensory inputs is vital for survival in natural environments. Based on many known properties of cortical neurons, hierarc…
q-bio.NC2015★ 427 cited
Why Neurons Have Thousands of Synapses, A Theory of Sequence Memory in Neocortex
Jeff Hawkins, Subutai Ahmad
Neocortical neurons have thousands of excitatory synapses. It is a mystery how neurons integrate the input from so many synapses and what kind of large-scale network behavior this…
q-bio.NC2015★ 102 cited
Properties of Sparse Distributed Representations and their Application to Hierarchical Temporal Memory
Subutai Ahmad, Jeff Hawkins
Empirical evidence demonstrates that every region of the neocortex represents information using sparse activity patterns. This paper examines Sparse Distributed Representations (SD…