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James R. Kozloski
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2020 – today
- 2024
- [j17]Ziji Zhang, Georgios Kementzidis, Peng Zhang, Leili Zhang, James R. Kozloski, Adam Hansen, Miriam Rafailovich, Marcia Simon, Yuefan Deng:
Learning coarse-grained force fields for fibrogenesis modeling. Comput. Phys. Commun. 295: 108964 (2024) - [c16]Takuya Ito, Soham Dan, Mattia Rigotti, James R. Kozloski, Murray Campbell:
On the generalization capacity of neural networks during generic multimodal reasoning. ICLR 2024 - [i3]Takuya Ito, Soham Dan, Mattia Rigotti, James R. Kozloski, Murray Campbell:
On the generalization capacity of neural networks during generic multimodal reasoning. CoRR abs/2401.15030 (2024) - 2023
- [j16]Yicong Zhu, Changnian Han, Peng Zhang, Guojing Cong, James R. Kozloski, Chih-Chieh Yang, Leili Zhang, Yuefan Deng:
AI-aided multiscale modeling of physiologically-significant blood clots. Comput. Phys. Commun. 287: 108718 (2023) - 2022
- [j15]James Humble, James R. Kozloski:
Cannabinoid signaling and risk in Huntington's disease. Frontiers Comput. Neurosci. 16 (2022) - [j14]Changnian Han, Peng Zhang, Yicong Zhu, Guojing Cong, James R. Kozloski, Chih-Chieh Yang, Leili Zhang, Yuefan Deng:
Scalable multiscale modeling of platelets with 100 million particles. J. Supercomput. 78(18): 19707-19724 (2022) - [i2]Yicong Zhu, Changnian Han, Peng Zhang, Guojing Cong, James R. Kozloski, Chih-Chieh Yang, Leili Zhang, Yuefan Deng:
AI-aided multiscale modeling of physiologically-significant blood clots. CoRR abs/2205.14121 (2022) - 2021
- [j13]Germán Abrevaya, Guillaume Dumas, Aleksandr Y. Aravkin, Peng Zheng, Jean-Christophe Gagnon-Audet, James R. Kozloski, Pablo Polosecki, Guillaume Lajoie, David D. Cox, Silvina Ponce Dawson, Guillermo A. Cecchi, Irina Rish:
Learning Brain Dynamics With Coupled Low-Dimensional Nonlinear Oscillators and Deep Recurrent Networks. Neural Comput. 33(8): 2087-2127 (2021) - [j12]Sébastien Naze, Timothée Proix, Selen Atasoy, James R. Kozloski:
Robustness of connectome harmonics to local gray matter and long-range white matter connectivity changes. NeuroImage 224: 117364 (2021) - [c15]Sébastien Naze, Jianbin Tang, James R. Kozloski, Stefan Harrer:
Features importance in seizure classification using scalp EEG reduced to single timeseries. EMBC 2021: 329-332 - 2020
- [j11]Adam Ponzi, Scott J. Barton, Kendra D. Bunner, Claudia Rangel-Barajas, Emily S. Zhang, Benjamin R. Miller, George V. Rebec, James R. Kozloski:
Striatal network modeling in Huntington's Disease. PLoS Comput. Biol. 16(4) (2020) - [j10]Saurabh Sihag, Sébastien Naze, Foad Taghdiri, Charles Tator, Richard Wennberg, David J. Mikulis, Robin Green, Brenda Colella, Maria Carmela Tartaglia, James R. Kozloski:
Multimodal Dynamic Brain Connectivity Analysis Based on Graph Signal Processing for Former Athletes With History of Multiple Concussions. IEEE Trans. Signal Inf. Process. over Networks 6: 284-299 (2020) - [i1]Jaimit Parikh, James R. Kozloski, Viatcheslav Gurev:
Integration of AI and mechanistic modeling in generative adversarial networks for stochastic inverse problems. CoRR abs/2009.08267 (2020)
2010 – 2019
- 2019
- [j9]Timothy H. Rumbell, James R. Kozloski:
Dimensions of control for subthreshold oscillations and spontaneous firing in dopamine neurons. PLoS Comput. Biol. 15(9) (2019) - [c14]Sébastien Naze, Vittorio Caggiano, Yinming Sun, Molly V. Lucas, Amit Etkin, James R. Kozloski:
Classification of TMS evoked potentials using ERP time signatures and SVM versus deep learning. EMBC 2019: 3539-3542 - [c13]Saurabh Sihag, Sébastien Naze, Foad Taghdiri, Maria Carmela Tartaglia, James R. Kozloski:
GSP Analysis of Brain Imaging Data from Athletes with History of Multiple Concussions. GlobalSIP 2019: 1-5 - 2017
- [j8]Pengsheng Zheng, James R. Kozloski:
Striatal Network Models of Huntington's Disease Dysfunction Phenotypes. Frontiers Comput. Neurosci. 11: 70 (2017) - [j7]Elizabeth Webster, Noi Sukaviriya, Hung-Yang Chang, James R. Kozloski:
Predicting cognitive states from wearable recordings of autonomic function. IBM J. Res. Dev. 61(2/3): 2:1-2:11 (2017) - [j6]Tuan M. Hoang Trong, Sarah E. Motley, John Wagner, Robert R. Kerr, James R. Kozloski:
Dendritic spines modify action potential back-propagation in a multicompartment neuronal model. IBM J. Res. Dev. 61(2/3): 11:1-11:13 (2017) - [c12]James R. Kozloski:
Synaptic integrators implement inhibitory plasticity, eliminate loops and create a "winnerless" Network. ISCAS 2017: 1-4 - 2013
- [j5]Heraldo Memelli, Benjamin Torben-Nielsen, James R. Kozloski:
Self-referential forces are sufficient to explain different dendritic morphologies. Frontiers Neuroinformatics 7: 1 (2013) - 2011
- [j4]James R. Kozloski, John Wagner:
An Ultrascalable Solution to Large-scale Neural Tissue Simulation. Frontiers Neuroinformatics 5: 15 (2011) - [j3]James R. Kozloski:
Automated Reconstruction of Neural Tissue and the Role of Large-Scale Simulation. Neuroinformatics 9(2-3): 133-142 (2011) - [c11]Charles C. Peck, James R. Kozloski:
The Computational Basis of Emotions and Implications for Cognitive Architectures. BICA 2011: 269-281
2000 – 2009
- 2009
- [c10]Simeon Keates, James R. Kozloski, Philip Varker:
Cognitive Impairments, HCI and Daily Living. HCI (5) 2009: 366-374 - 2008
- [j2]James R. Kozloski, Konstantinos Sfyrakis, Sean L. Hill, Felix Schürmann, Charles C. Peck, Henry Markram:
Identifying, tabulating, and analyzing contacts between branched neuron morphologies. IBM J. Res. Dev. 52(1-2): 43-56 (2008) - [j1]A. Ravishankar Rao, Guillermo A. Cecchi, Charles C. Peck, James R. Kozloski:
Unsupervised Segmentation With Dynamical Units. IEEE Trans. Neural Networks 19(1): 168-182 (2008) - [c9]A. Ravishankar Rao, Guillermo A. Cecchi, Charles C. Peck, James R. Kozloski:
Efficient segmentation in multi-layer oscillatory networks. IJCNN 2008: 2966-2973 - 2007
- [c8]Charles C. Peck, James R. Kozloski, Guillermo A. Cecchi, Sean L. Hill, Felix Schürmann, Henry Markram, Ravi Rao:
Network-Related Challenges and Insights from Neuroscience. BIOWIRE 2007: 67-78 - [c7]James R. Kozloski, Guillermo A. Cecchi, Charles C. Peck, A. Ravishankar Rao:
Topographic Infomax in a Neural Multigrid. ISNN (2) 2007: 500-509 - [c6]A. Ravishankar Rao, Guillermo A. Cecchi, Charles C. Peck, James R. Kozloski:
Emergence of Topographic Cortical Maps in a Parameterless Local Competition Network. ISNN (2) 2007: 552-561 - 2006
- [c5]Yuan Liu, Guillermo A. Cecchi, A. Ravishankar Rao, James R. Kozloski, Charles C. Peck:
Inference and segmentation in cortical processing. Human Vision and Electronic Imaging 2006: 60570Y - [c4]A. Ravishankar Rao, Guillermo A. Cecchi, Charles C. Peck, James R. Kozloski:
An optimization approach to achieve unsupervised segmentation and binding in a dynamical network. IJCNN 2006: 4159-4166 - 2005
- [c3]A. Ravishankar Rao, Guillermo A. Cecchi, Charles C. Peck, James R. Kozloski:
A model of the formation of a self-organized cortical representation of color. Human Vision and Electronic Imaging 2005: 17-26 - [c2]A. Ravishankar Rao, Guillermo A. Cecchi, Charles C. Peck, James R. Kozloski:
Evaluation of the Effect of Input Stimuli on the Quality of Orientation Maps Produced Through Self Organization. SCIA 2005: 810-820 - 2003
- [c1]Charles C. Peck, James R. Kozloski, A. Ravishankar Rao, Guillermo A. Cecchi:
Simulation Infrastructure for Modeling Large Scale Neural Systems. International Conference on Computational Science 2003: 1127-1136
Coauthor Index
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