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Elizabeth C. Behrman
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2020 – today
- 2022
- [j11]Debanjan Konar
, Siddhartha Bhattacharyya
, Bijaya K. Panigrahi, Elizabeth C. Behrman:
Qutrit-Inspired Fully Self-Supervised Shallow Quantum Learning Network for Brain Tumor Segmentation. IEEE Trans. Neural Networks Learn. Syst. 33(11): 6331-6345 (2022) - 2021
- [j10]Sima Esfandiarpour Borujeni, Saideep Nannapaneni, Nam H. Nguyen, Elizabeth C. Behrman, James Edward Steck:
Quantum circuit representation of Bayesian networks. Expert Syst. Appl. 176: 114768 (2021) - 2020
- [j9]Nathan L. Thompson
, Nam H. Nguyen, Elizabeth C. Behrman, James Edward Steck:
Experimental pairwise entanglement estimation for an N-qubit system. Quantum Inf. Process. 19(10): 394 (2020) - [j8]Nam H. Nguyen, Elizabeth C. Behrman
, James Edward Steck:
Quantum learning with noise and decoherence: a robust quantum neural network. Quantum Mach. Intell. 2(1): 1-15 (2020) - [j7]Nam H. Nguyen, Elizabeth C. Behrman
, Mohamed A. Moustafa, James Edward Steck:
Benchmarking Neural Networks For Quantum Computations. IEEE Trans. Neural Networks Learn. Syst. 31(7): 2522-2531 (2020) - [c10]Nathan L. Thompson, James Edward Steck, Elizabeth C. Behrman:
A non-algorithmic approach to "programming" quantum computers via machine learning. QCE 2020: 63-71 - [c9]Sima Esfandiarpour Borujeni, Nam H. Nguyen, Saideep Nannapaneni, Elizabeth C. Behrman, James Edward Steck:
Experimental evaluation of quantum Bayesian networks on IBM QX hardware. QCE 2020: 372-378 - [i3]Sima Esfandiarpour Borujeni, Saideep Nannapaneni, Nam H. Nguyen, Elizabeth C. Behrman, James Edward Steck:
Quantum circuit representation of Bayesian networks. CoRR abs/2004.14803 (2020) - [i2]Sima Esfandiarpour Borujeni, Nam H. Nguyen, Saideep Nannapaneni, Elizabeth C. Behrman, James Edward Steck:
Experimental evaluation of quantum Bayesian networks on IBM QX hardware. CoRR abs/2005.12474 (2020) - [i1]Ramkumar Harikrishnakumar, Saideep Nannapaneni, Nam H. Nguyen, James Edward Steck, Elizabeth C. Behrman:
A Quantum Annealing Approach for Dynamic Multi-Depot Capacitated Vehicle Routing Problem. CoRR abs/2005.12478 (2020)
2010 – 2019
- 2017
- [j6]Elizabeth C. Behrman, James Edward Steck, Mohamed A. Moustafa:
Learning quantum annealing. Quantum Inf. Comput. 17(5&6): 469-487 (2017) - [c8]Elizabeth C. Behrman, James Edward Steck:
Programming quantum annealing computers using machine learning. SMC 2017: 288-293 - [c7]James Edward Steck, Elizabeth C. Behrman:
Biologically motivated quantum neural networks. SMC 2017: 1030-1034 - 2014
- [j5]Elizabeth C. Behrman
, Richard E. F. Bonde, James Edward Steck, Joanna F. Behrman
:
On the Correction of Anomalous Phase Oscillation in Entanglement Witnesses Using Quantum Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 25(9): 1696-1703 (2014) - 2013
- [j4]Elizabeth C. Behrman, James Edward Steck:
Multiqubit entanglement of a general input state. Quantum Inf. Comput. 13(1-2): 36-53 (2013) - [c6]Elizabeth C. Behrman
, James Edward Steck:
A quantum neural network computes its own relative phase. SIS 2013: 119-124 - 2011
- [c5]Elizabeth C. Behrman
, James Edward Steck:
Dynamic learning of pairwise and three-way entanglement. NaBIC 2011: 99-104
2000 – 2009
- 2008
- [j3]Elizabeth C. Behrman, James Edward Steck, Prem Kumar, K. A. Walsh:
Quantum algorithm design using dynamic learning. Quantum Inf. Comput. 8(1): 12-29 (2008) - [p1]Raheel Allauddin, Stuart Boehmer, Elizabeth C. Behrman
, Kavitha Gaddam, James Edward Steck:
Quantum Simulataneous Recurrent Networks for Content Addressable Memory. Quantum Inspired Intelligent Systems 2008: 57-76 - 2006
- [c4]Elizabeth C. Behrman, James Edward Steck, Preethika K. Gagnebin, Steven R. Skinner:
Towards the Dynamic Learning of an Experimental Entanglement Witness. IEEE Congress on Evolutionary Computation 2006: 2613-2621 - 2000
- [j2]Elizabeth C. Behrman
, L. R. Nash, James Edward Steck, V. G. Chandrashekar, Steven R. Skinner:
Simulations of quantum neural networks. Inf. Sci. 128(3-4): 257-269 (2000) - [j1]Alvaro A. Cruz-Cabrara, Mingtao Yang, Guoqi Cui, Elizabeth C. Behrman
, James Edward Steck, Steven R. Skinner:
Reinforcement and backpropagation training for an optical neural network using self-lensing effects. IEEE Trans. Neural Networks Learn. Syst. 11(6): 1450-1457 (2000)
1990 – 1999
- 1999
- [c3]Elizabeth C. Behrman, James Edward Steck, Steven R. Skinner:
A spatial quantum neural computer. IJCNN 1999: 874-877 - [c2]Steven R. Skinner, James Edward Steck, Alvaro A. Cruz-Cabrara, Mingtao Yang, Elizabeth C. Behrman:
Optical hardware backpropagation neural network. IJCNN 1999: 2351-2356 - 1994
- [c1]James Edward Steck, Steven R. Skinner, Alvaro A. Cruz-Cabrara, Elizabeth C. Behrman:
A Lagrangian Formulation For Optical Backpropagation Training In Kerr-Type Optical Networks. NIPS 1994: 771-778
Coauthor Index
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