Kristofor D. Carlson

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 7

Top Topics

Spiking Neural Networks

Highly Optimized

Top Venues

Publications

Harshil Patel, Anup Vanarse, Kristofor D. Carlson, Adam Osseiran
Bringing Touch to the Edge: A Neuromorphic Processing Approach For Event-Based Tactile Systems. AICAS (2023)
Michael Beyeler, Emily L. Rounds, Kristofor D. Carlson, Nikil D. Dutt, Jeffrey L. Krichmar
Neural correlates of sparse coding and dimensionality reduction. PLoS Comput. Biol. 15 (6) (2019)
Timothy J. Draelos, Nadine E. Miner, Christopher C. Lamb, Jonathan A. Cox, Craig M. Vineyard, Kristofor D. Carlson, William M. Severa, Conrad D. James, James B. Aimone
Neurogenesis deep learning: Extending deep networks to accommodate new classes. IJCNN (2017)
Michael R. Smith, Aaron J. Hill, Kristofor D. Carlson, Craig M. Vineyard, Jonathon Donaldson, David R. Follett, Pamela L. Follett, John H. Naegle, Conrad D. James, James B. Aimone
A Digital Neuromorphic Architecture Efficiently Facilitating Complex Synaptic Response Functions Applied to Liquid State Machines. CoRR (2017)
Michael R. Smith, Aaron J. Hill, Kristofor D. Carlson, Craig M. Vineyard, Jonathon Donaldson, David R. Follett, Pamela L. Follett, John H. Naegle, Conrad D. James, James B. Aimone
A novel digital neuromorphic architecture efficiently facilitating complex synaptic response functions applied to liquid state machines. IJCNN (2017)
Timothy J. Draelos, Nadine E. Miner, Christopher C. Lamb, Craig M. Vineyard, Kristofor D. Carlson, Conrad D. James, James B. Aimone
Neurogenesis Deep Learning. CoRR (2016)
William Severa, Ojas Parekh, Kristofor D. Carlson, Conrad D. James, James B. Aimone
Spiking network algorithms for scientific computing. ICRC (2016)
Michael Beyeler, Kristofor D. Carlson, Ting-Shuo Chou, Nikil D. Dutt, Jeffrey L. Krichmar
CARLsim 3: A user-friendly and highly optimized library for the creation of neurobiologically detailed spiking neural networks. IJCNN (2015)
Kristofor D. Carlson, Michael Beyeler, Nikil D. Dutt, Jeffrey L. Krichmar
GPGPU accelerated simulation and parameter tuning for neuromorphic applications. ASP-DAC (2014)
Kristofor D. Carlson, Jayram Moorkanikara Nageswaran, Nikil D. Dutt, Jeffrey L. Krichmar
Design space exploration and parameter tuning for neuromorphic applications. CODES+ISSS (2013)
Kristofor D. Carlson, Micah Richert, Nikil D. Dutt, Jeffrey L. Krichmar
Biologically plausible models of homeostasis and STDP: Stability and learning in spiking neural networks. IJCNN (2013)
Kristofor D. Carlson, Nicholas Giordano
concentration in producing spike timing-dependent plasticity. J. Comput. Neurosci. 30 (3) (2011)