Derek Rose
Title
Cited by
Cited by
Year
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
997*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
1322015
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
842009
A fast and stable incremental clustering algorithm
S Young, I Arel, TP Karnowski, D Rose
2010 Seventh International Conference on Information Technology: New …, 2010
642010
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
342009
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
302010
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
242007
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
222017
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
182017
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
162010
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
142017
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
132006
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
122017
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
112018
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
92009
A two-tier convolutional neural network for combined detection and segmentation in biological imagery
A Ziabari, A Shirinifard, MR Eicholtz, DJ Solecki, DC Rose
2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2019
12019
A 2.5 d Yolo-Based Fusion Algorithm for 3d Localization Of Cells
A Ziabari, DC Rose, MR Eicholtz, DJ Solecki, A Shirinifard
2019 53rd Asilomar Conference on Signals, Systems, and Computers, 2185-2190, 2019
12019
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), 1-17, 2020
2020
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
2019
Visualization System for Evolutionary Neural Networks for Deep Learning
J Chae, CD Schuman, SR Young, JT Johnston, DC Rose, RM Patton, ...
2019 IEEE International Conference on Big Data (Big Data), 4498-4502, 2019
2019
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Articles 1–20