Kristofor D Carlson
Kristofor D Carlson
BrainChip Inc
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Neurogenesis deep learning: Extending deep networks to accommodate new classes
TJ Draelos, NE Miner, CC Lamb, JA Cox, CM Vineyard, KD Carlson, ...
2017 International Joint Conference on Neural Networks (IJCNN), 526-533, 2017
A historical survey of algorithms and hardware architectures for neural-inspired and neuromorphic computing applications
CD James, JB Aimone, NE Miner, CM Vineyard, FH Rothganger, ...
Biologically Inspired Cognitive Architectures 19, 49-64, 2017
An efficient automated parameter tuning framework for spiking neural networks
KD Carlson, JM Nageswaran, N Dutt, JL Krichmar
Frontiers in neuroscience 8, 10, 2014
CARLsim 3: A user-friendly and highly optimized library for the creation of neurobiologically detailed spiking neural networks
M Beyeler, KD Carlson, TS Chou, N Dutt, JL Krichmar
2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015
Neural correlates of sparse coding and dimensionality reduction
M Beyeler, EL Rounds, KD Carlson, N Dutt, JL Krichmar
PLoS computational biology 15 (6), e1006908, 2019
Biologically plausible models of homeostasis and STDP: stability and learning in spiking neural networks
KD Carlson, M Richert, N Dutt, JL Krichmar
The 2013 international joint conference on neural networks (IJCNN), 1-8, 2013
Spiking network algorithms for scientific computing
W Severa, O Parekh, KD Carlson, CD James, JB Aimone
2016 IEEE international conference on rebooting computing (ICRC), 1-8, 2016
GPGPU Accelerated Simulation and Parameter Tuning for Neuromorphic Applications
KD Carlson, M Beyeler, N Dutt, JL Krichmar
Design Automation Conference (ASP-DAC), 2014 19th Asia and South Pacific …, 2014
Interplay of the magnitude and time-course of postsynaptic Ca2+ concentration in producing spike timing-dependent plasticity
KD Carlson, N Giordano
Journal of computational neuroscience 30 (3), 747-758, 2011
A novel digital neuromorphic architecture efficiently facilitating complex synaptic response functions applied to liquid state machines
MR Smith, AJ Hill, KD Carlson, CM Vineyard, J Donaldson, DR Follett, ...
2017 International Joint Conference on Neural Networks (IJCNN), 2421-2428, 2017
Sparse coding and dimensionality reduction in cortex
M Beyeler, E Rounds, KD Carlson, N Dutt, JL Krichmar
bioRxiv, 149880, 2017
How Neural Plasticity Boosts Performance of Spiking Neural Networks.
N Soures, A Zyarah, KD Carlson, JB Aimone, D Kudithipudi
Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2017
Can we be formal in assessing the strengths and weaknesses of neural architectures? A case study using a spiking cross-correlation algorithm.
WM Severa, KD Carlson, OD Parekh, CM Vineyard, JB Aimone
Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2016
Computational Perspectives on Adult Neurogenesis
KD Carlson, F Rothganger, JB Aimone
The Rewiring Brain, 425-441, 2017
Modeling spike timing-dependent plasticity
KD Carlson
Purdue University, 2011
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