Author

Marcus Lewis

ORCID 0000-0002-3141-1764Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Neuroscience· 3

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:statistical model· 2

Frequent Co-Authors

Jeff HawkinsiD· 2 shared Mirko KlukasiD· 2 shared Scott Purdy· 2 shared Subutai AhmadiD· 2 shared Ila FieteiD· 1 shared

Activity by Year

2019-2020 · peak 2/yr

Co-Author Collaboration Network

5 top collaborators · 7 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

2 shared papersNeuroscience

Jeff HawkinsORCID

Mutual co-authors in cluster

Author profile →

3 papers

Recent·Most cited

Flexible representation of higher-dimensional cognitive variables with grid cells

Mirko Klukas, Marcus Lewis, Ila Fiete

This paper proposes a model showing how grid cells can encode high-dimensional variables without requiring higher-dimensional grid responses.

PLoS Computational Biology · Apr 28, 2020Peer-reviewedNeuroscience

Locations in the Neocortex: A Theory of Sensorimotor Object Recognition Using Cortical Grid Cells

Marcus Lewis, Scott Purdy, Subutai Ahmad, Jeff Hawkins

The paper proposes a neural network model using grid cell-like neurons to simulate object recognition through movement and sensory input in the neocortex.

Frontiers in Neural Circuits · Apr 24, 2019Peer-reviewedNeuroscience

A Framework for Intelligence and Cortical Function Based on Grid Cells in the Neocortex

Jeff Hawkins, Marcus Lewis, Mirko Klukas, Scott Purdy, Subutai Ahmad

The paper proposes a framework suggesting grid cells exist throughout the neocortex, representing object location and compositionality, and that cognitive tasks are learned in a location-based framework.

Frontiers in Neural Circuits · Jan 10, 2019Peer-reviewedNeuroscience