Publications

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Neurogenesis Deep Learning

Ijcnn 2-17

Timothy J. Draelos, Nadine E. Miner, Christopher Lamb, Jonathan A. Cox, Craig Michael Vineyard, Kristofor David Carlson, William Mark Severa, Conrad D. James, James Bradley Aimone

https://www.osti.gov/search/identifier:1424868

Conference Paper – 2017 Conference Paper 2017

Can we be formal in assessing the strengths and weaknesses of neural architectures? A case study using a spiking cross-correlation algorithm

Neural Information Processing Systems

William Mark Severa, Kristofor David Carlson, Ojas D. Parekh, Craig Michael Vineyard, James Bradley Aimone

https://www.osti.gov/search/identifier:1413431

Conference Paper – 2016 Conference Paper 2016

Can we be formal in assessing the strengths and weaknesses of neural architectures? A case study using a spiking cross-correlation algorithm

Neural Information Processing Systems (NIPS) 2016 - Computing with Spikes Workshop

William Mark Severa, Kristofor David Carlson, Ojas D. Parekh, Craig Michael Vineyard, James Bradley Aimone

Abstract – 2016 Abstract 2016

Can we be formal in assessing the strengths and weaknesses of neural architectures? A case study using a spiking cross-correlation algorithm

Neural Information Processing Systems (NIPS) 2016

William Mark Severa, Kristofor David Carlson, Ojas D. Parekh, Craig Michael Vineyard, James Bradley Aimone

https://www.osti.gov/search/identifier:1410236

Conference Paper – 2016 Conference Paper 2016

Formalizing Function within the Hippocampal Trisynaptic Circuit

Society for Neuroscience 2016

William Mark Severa, Ojas D. Parekh, Conrad D. James, James Bradley Aimone

https://www.osti.gov/search/identifier:1408291

Conference Paper – 2016 Conference Paper 2016

Spiking Network Algorithms for Scientific Computing

IEEE International Conference on Rebooting Computing (ICRC 2016)

William Mark Severa, Ojas D. Parekh, Kristofor David Carlson, Conrad D. James, James Bradley Aimone

https://www.osti.gov/search/identifier:1401930

Conference Paper – 2016 Conference Paper 2016

Neural machine learning algorithms and hardware for image analysis and data science applications

2016 International Conference on Brain Informatics and Health, International Workshop on Neuromorphic Computing and Algorithms

Conrad D. James, William Mark Severa, Timothy J. Draelos, James Bradley Aimone, Craig Michael Vineyard, Sapan Agarwal, Alexander W Hsia, David Russell Hughart, Patrick Sean Finnegan, Robin B Jacobs-Gedrim, Elliot James Fuller, Albert Alec Talin, Matthew Marinella, Richard Schiek, Steven J. Plimpton

https://www.osti.gov/search/identifier:1398356

Conference Paper – 2016 Conference Paper 2016

A Combinatorial Model for Dentate Gyrus Sparse Coding

Neural Computation

William Mark Severa, Ojas D. Parekh, Conrad D. James, James Bradley Aimone

https://www.osti.gov/search/identifier:1371475

Journal Article – 2016 Journal Article 2016

Spiking Network Algorithms for Scientific Computing

IEEE International Conference on Rebooting Computing (ICRC 2016)

William Mark Severa, Ojas D. Parekh, Kristofor David Carlson, Conrad D. James, James Bradley Aimone

https://www.osti.gov/search/identifier:1373236

Conference Paper – 2016 Conference Paper 2016

Formalizing Function within the Hippocampal Trisynaptic Circuit

Society for Neuroscience (Neuroscience) 2016

William Mark Severa, Ojas D. Parekh, Conrad D. James, James Bradley Aimone

Abstract – 2016 Abstract 2016

Neurogenic Deep Learning

International Conference on Learning Representations

Timothy J. Draelos, Nadine E. Miner, Jonathan Albert Cox, Christopher Lamb, William Mark Severa, Conrad D. James, James Bradley Aimone

https://www.osti.gov/search/identifier:1365357

Conference Paper – 2016 Conference Paper 2016

Spiking Network Algorithms for Scientific Computing

IEEE International Conference on Rebooting Computing

William Mark Severa, Ojas D. Parekh, Conrad D. James, James Bradley Aimone

Abstract – 2016 Abstract 2016

A Combinatorial Model of Dentate Gyrus Sparse Coding and Pattern Separation

NICE Workshop

William Mark Severa, Ojas D. Parekh, Conrad D. James, James Bradley Aimone

https://www.osti.gov/search/identifier:1346453

Conference Paper – 2016 Conference Paper 2016

A Combinatorial Model of Dentate Gyrus Sparse Coding and Pattern Separation

NICE Workshop

William Mark Severa, Ojas D. Parekh, Conrad D. James, James Bradley Aimone

https://www.osti.gov/search/identifier:1345889

Conference Paper – 2016 Conference Paper 2016

A Sparse Coding Model of the Hippocampal Dentate Gyrus

2016 Joint Mathematics Meetings

James Bradley Aimone, Ojas D. Parekh, William Mark Severa

https://www.osti.gov/search/identifier:1337917

Conference Paper – 2015 Conference Paper 2015

Neural Computing at Sandia National Laboratories

Rebooting Computing Summit (RCS 4)

Craig Michael Vineyard, James Bradley Aimone, Michael Lewis Bernard, Kristofor David Carlson, Frances S. Chance, James C. Forsythe, Conrad D. James, Fredrick Rothganger, William Mark Severa, Ann Speed, Stephen Joseph Verzi, Christina E. Warrender, John S. Wagner, Leann Adams Miller

https://www.osti.gov/search/identifier:1335732

Conference Paper – 2015 Conference Paper 2015

Finding Triangles and Tracking Particles: Using Spiking Neural Networks for Pattern Identification Algorithms

The 9th Annual Postdoctoral Technical Showcase

William Mark Severa, Ojas D. Parekh, Conrad D. James, James Bradley Aimone

https://www.osti.gov/search/identifier:1333797

Conference Paper – 2015 Conference Paper 2015

Finding Triangles and Tracking Particles: Using Spiking Neural Networks for Pattern Identification Algorithms

The 9th Annual Postdoctoral Technical Showcase

William Mark Severa, Ojas D. Parekh, Conrad D. James, James Bradley Aimone

Abstract – 2015 Abstract 2015

A Combinatorial Model for Dentate Gyrus Sparse Coding and Pattern Separation

Computational and Systems Neuroscience (Cosyne) 2016

William Mark Severa, Ojas D. Parekh, James Bradley Aimone

Abstract – 2015 Abstract 2015

A Sparse Coding Model of the Hippocampal Dentate Gyrus

2016 Joint Mathematics Meetings

William Mark Severa, James Bradley Aimone, Ojas D. Parekh

Abstract – 2015 Abstract 2015

Essential News and Views

Essential News and Views

Kathleen Kristine Wenzel, Ann Speed, Robert Scott Kittinger, Glory Emmanuel Avina, William Mark Severa, Craig Michael Vineyard, Kristofor David Carlson

https://www.osti.gov/search/identifier:1512880

Journal Article – 2015 Journal Article 2015
Document Title Type Year
Results 101–121 of 121