Biologically Realistic Computational Primitives of Neocortex Implemented on Neuromorphic Hardware Improve Vision Transformer Performance

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doi: https://doi.org/10.1101/2024.10.06.616839

Asim Iqbal

1Tibbling Technologies, Redmond, WA, USA

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ORCID record for Asim Iqbal
For correspondence: asim@tibbtech.com gordon_fishell@hms.harvard.edu suraj_honnuraiah@hms.harvard.edu

Hassan Mahmood

1Tibbling Technologies, Redmond, WA, USA

Greg J. Stuart

2Eccles Institute of Neuroscience, John Curtin School of Medical Research, The Australian National University, Canberra, AU

3Department of Physiology, Monash University, Melbourne, Australia

Gord Fishell

4Harvard Medical School, Department of Neurobiology, Boston, MA, USA

5Stanley Center for Psychiatric Research, Broad Institute, Cambridge, MA, USA

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ORCID record for Gord Fishell
For correspondence: asim@tibbtech.com gordon_fishell@hms.harvard.edu suraj_honnuraiah@hms.harvard.edu

Suraj Honnuraiah

2Eccles Institute of Neuroscience, John Curtin School of Medical Research, The Australian National University, Canberra, AU

4Harvard Medical School, Department of Neurobiology, Boston, MA, USA

5Stanley Center for Psychiatric Research, Broad Institute, Cambridge, MA, USA

6Institute of Neuroinformatics (INI), ETH Zurich and University of Zurich, Zurich, Switzerland

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ORCID record for Suraj Honnuraiah
For correspondence: asim@tibbtech.com gordon_fishell@hms.harvard.edu suraj_honnuraiah@hms.harvard.edu