Derek C. Rose
Orcid: 0000-0002-5217-4374
According to our database1,
Derek C. Rose
authored at least 24 papers
between 2009 and 2024.
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On csauthors.net:
Bibliography
2024
Pattern Recognit. Lett., 2024
2023
2022
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022
2021
Accurate and Accelerated Neuromorphic Network Design Leveraging A Bayesian Hyperparameter Pareto Optimization Approach.
Proceedings of the ICONS 2021: International Conference on Neuromorphic Systems 2021, 2021
2020
Hyperparameter Optimization in Binary Communication Networks for Neuromorphic Deployment.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Low Size, Weight, and Power Neuromorphic Computing to Improve Combustion Engine Efficiency.
Proceedings of the 11th International Green and Sustainable Computing Workshops, 2020
2019
A Two-Tier Convolutional Neural Network for Combined Detection and Segmentation in Biological Imagery.
Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019
2018
167-PFlops deep learning for electron microscopy: from learning physics to atomic manipulation.
Proceedings of the International Conference for High Performance Computing, 2018
2017
Proceedings of the Machine Learning on HPC Environments, 2017
Proceedings of the Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, 2017
Deep modeling: Circuit characterization using theory based models in a data driven framework.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017
Age, Gender, and Fine-Grained Ethnicity Prediction Using Convolutional Neural Networks for the East Asian Face Dataset.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017
2015
Proceedings of the Workshop on Machine Learning in High-Performance Computing Environments, 2015
2013
Proceedings of the 1st International Conference on Learning Representations, 2013
2012
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
2010
IET Commun., 2010
Deep Machine Learning - A New Frontier in Artificial Intelligence Research [Research Frontier].
IEEE Comput. Intell. Mag., 2010
Proceedings of the Seventh International Conference on Information Technology: New Generations, 2010
Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010
2009
DeSTIN: A Scalable Deep Learning Architecture with Application to High-Dimensional Robust Pattern Recognition.
Proceedings of the Biologically Inspired Cognitive Architectures, 2009