Ted William Berger
· David Packard Chair in Engineering and Professor of Biomedical EngineeringUniversity of Southern California · Alfred E. Mann Department of Biomedical Engineering
Active 1976–2025
Academic metrics are sourced from OpenAlex and public funding records; values may differ from Google Scholar.
Research topics
- Computer Science
- Machine Learning
- Artificial Intelligence
- Neuroscience
- Psychology
- Mathematics
- Statistics
- Biology
- Physics
Selected publications
Altered adult neurogenesis and gliogenesis in patients with mesial temporal lobe epilepsy
Nature Neuroscience · 2022 · 103 citations
Frontiers in Computational Neuroscience · 2024-02-08 · 15 citations
articleOpen accessObjective: Here, we demonstrate the first successful use of static neural stimulation patterns for specific information content. These static patterns were derived by a model that was applied to a subject's own hippocampal spatiotemporal neural codes for memory. Approach: We constructed a new model of processes by which the hippocampus encodes specific memory items via spatiotemporal firing of neural ensembles that underlie the successful encoding of targeted content into short-term memory. A me…
A sparse multiscale nonlinear autoregressive model for seizure prediction
Journal of Neural Engineering · 2021 · 13 citations
. This study suggests that seizure generation may involve distinct linear/nonlinear dynamical processes caused by different underlying neurobiological mechanisms. It is necessary to build patient-specific classification models with a wide range of dynamical features.
Frontiers in Computational Neuroscience · 2020-08-04 · 13 citations
articleOpen accessSenior authorSignificant progress has been made toward model-based prediction of neral tissue activation in response to extracellular electrical stimulation, but challenges remain in the accurate and efficient estimation of distributed local field potentials (LFP). Analytical methods of estimating electric fields are a first-order approximation that may be suitable for model validation, but they are computationally expensive and cannot accurately capture boundary conditions in heterogeneous tissue. While the…
Frontiers in Human Neuroscience · 2022-07-25 · 11 citations
articleOpen accessRationale: Deep brain stimulation (DBS) of the hippocampus is proposed for enhancement of memory impaired by injury or disease. Many pre-clinical DBS paradigms can be addressed in epilepsy patients undergoing intracranial monitoring for seizure localization, since they already have electrodes implanted in brain areas of interest. Even though epilepsy is usually not a memory disorder targeted by DBS, the studies can nevertheless model other memory-impacting disorders, such as Traumatic Brain Inju…
Recent grants
NIH · $2.8M · 2018
NIH · $958k · 2000
NIH · $15.3M · 2020
Frequent coauthors
- 191 shared
Dong Song
University of Southern California
- 105 shared
Vasilis Z. Marmarelis
University of Southern California
- 71 shared
Robert E. Hampson
Wake Forest University
- 63 shared
Jean-Marie C. Bouteiller
University of Southern California
- 60 shared
Sam A. Deadwyler
Atrium Health Wake Forest Baptist
- 51 shared
Michel Baudry
Western University of Health Sciences
- 50 shared
Alireza A. Dibazar
University of Southern California
- 35 shared
Rosa H. M. Chan
City University of Hong Kong
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