|Deep machine learning-a new frontier in artificial intelligence research [research frontier]|
I Arel, DC Rose, TP Karnowski
IEEE computational intelligence magazine 5 (4), 13-18, 2010
|Optimizing deep learning hyper-parameters through an evolutionary algorithm|
SR Young, DC Rose, TP Karnowski, SH Lim, RM Patton
Proceedings of the workshop on machine learning in high-performance …, 2015
|Destin: A scalable deep learning architecture with application to high-dimensional robust pattern recognition|
I Arel, D Rose, R Coop
2009 AAAI Fall Symposium Series, 2009
|A fast and stable incremental clustering algorithm|
S Young, I Arel, TP Karnowski, D Rose
2010 Seventh International Conference on Information Technology: New …, 2010
|Evolving deep networks using HPC|
SR Young, DC Rose, T Johnston, WT Heller, TP Karnowski, TE Potok, ...
Proceedings of the Machine Learning on HPC Environments, 1-7, 2017
|Age, gender, and fine-grained ethnicity prediction using convolutional neural networks for the East Asian face dataset|
N Srinivas, H Atwal, DC Rose, G Mahalingam, K Ricanek, DS Bolme
2017 12th IEEE International Conference on Automatic Face & Gesture …, 2017
|Restoring auditory cortex plasticity in adult mice by restricting thalamic adenosine signaling|
JA Blundon, NC Roy, BJW Teubner, J Yu, TY Eom, KJ Sample, A Pani, ...
Science 356 (6345), 1352-1356, 2017
|Fast, simple calcium imaging segmentation with fully convolutional networks|
A Klibisz, D Rose, M Eicholtz, J Blundon, S Zakharenko
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical …, 2017
|A deep learning architecture comprising homogeneous cortical circuits for scalable spatiotemporal pattern inference|
I Arel, D Rose, T Karnowski
NIPS 2009 Workshop on Deep Learning for Speech Recognition and Related …, 2009
|Deep spatiotemporal feature learning with application to image classification|
TP Karnowski, I Arel, D Rose
2010 Ninth International Conference on Machine Learning and Applications …, 2010
|167-pflops deep learning for electron microscopy: from learning physics to atomic manipulation|
RM Patton, JT Johnston, SR Young, CD Schuman, DD March, TE Potok, ...
SC18: International Conference for High Performance Computing, Networking …, 2018
|Applying deep-layered clustering to mammography image analytics|
DC Rose, I Arel, TP Karnowski, VC Paquit
2010 Biomedical Sciences and Engineering Conference, 1-4, 2010
|A public key cryptographic method for denial of service mitigation in wireless sensor networks|
O Arazi, H Qi, D Rose
2007 4th Annual IEEE Communications Society Conference on Sensor, Mesh and …, 2007
|Schizophrenia-related microdeletion causes defective ciliary motility and brain ventricle enlargement via microRNA-dependent mechanisms in mice|
TY Eom, SB Han, J Kim, JA Blundon, YD Wang, J Yu, K Anderson, ...
Nature Communications 11 (1), 912, 2020
|Self-certified public key generation on the intel mote 2 sensor network platform|
O Arazi, I Elhanany, D Rose, H Qi, B Arazi
2006 2nd IEEE Workshop on Wireless Mesh Networks, 118-120, 2006
|Low size, weight, and power neuromorphic computing to improve combustion engine efficiency|
CD Schuman, SR Young, JP Mitchell, JT Johnston, D Rose, ...
2020 11th International Green and Sustainable Computing Workshops (IGSC), 1-8, 2020
|Exascale deep learning to accelerate cancer research|
RM Patton, JT Johnston, SR Young, CD Schuman, TE Potok, DC Rose, ...
2019 IEEE International Conference on Big Data (Big Data), 1488-1496, 2019
|Evolving energy efficient convolutional neural networks|
SR Young, P Devineni, M Parsa, JT Johnston, B Kay, RM Patton, ...
2019 IEEE International Conference on Big Data (Big Data), 4479-4485, 2019
|DeSTIN: A deep learning architecture with application to high-dimensional robust pattern recognition|
I Arel, D Rose, B Coop
Proc. 2008 AAAI Workshop Biologically Inspired Cognitive Architectures (BICA), 2009
|Hyperparameter optimization in binary communication networks for neuromorphic deployment|
M Parsa, CD Schuman, P Date, DC Rose, B Kay, JP Mitchell, SR Young, ...
2020 International Joint Conference on Neural Networks (IJCNN), 1-9, 2020