Inferring Parameters of Pyramidal Neuron Excitability in Mouse Models of Alzheimer’s Disease Using Biophysical Modeling and Deep Learning
- Soheil Saghafi
- Timothy Rumbell
- et al.
- 2024
- Bulletin of Mathematical Biology
Paper
Publications
7 results for Timothy H. Rumbell
Sex-Specific Neural Networks of Cued Threat Conditioning: A Pilot Study
- Kamryn C. du Plessis
- Sreetama Basu
- et al.
- 2022
- Frontiers in Systems Neuroscience
PaperNeuronal population models reveal specific linear conductance controllers sufficient to rescue preclinical disease phenotypes
- Sushmita L. Allam
- Timothy H. Rumbell
- et al.
- 2021
- iScience
PaperGenerative adversarial networks for construction of virtual populations of mechanistic models: simulations to study Omecamtiv Mecarbil action
- Jaimit Parikh
- Timothy Rumbell
- et al.
- 2021
- Journal of Pharmacokinetics and Pharmacodynamics
PaperDimensions of control for subthreshold oscillations and spontaneous firing in dopamine neurons
- Timothy H. Rumbell
- James R. Kozloski
- 2019
- PLoS Computational Biology
PaperTransient, Consequential Increases in Extracellular Potassium Ions Accompany Channelrhodopsin2 Excitation
- J. Christopher Octeau
- Mohitkumar R. Gangwani
- et al.
- 2019
- Cell Reports
PaperAutomated evolutionary optimization of ion channel conductances and kinetics in models of young and aged rhesus monkey pyramidal neurons
- Timothy H. Rumbell
- Danel Draguljić
- et al.
- 2016
- J. Comput. Neurosci.
Paper