Gabriele Scheler
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Gabriele Scheler | |
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| Born | 1960 Göttingen |
| Nationality | German-American |
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Gabriele Dorothea Scheler (born 1960 in Göttingen) is a German-American computer scientist and neuroscientist.
Research Interests
Scheler pioneered neural network research on linguistic semantics and grammatical categories.[1], and developed a novel approach for classification based on adaptive distance measures[2]. She later worked on neuroscience topics such as neuromodulation, synchronization, intrinsic properties and internal protein signaling. She investigated the lognormal distributions of intrinsic frequencies and synaptic strengths and analyzed their significance for localist memory[3]. She also invented a method for calculating dose-response matrices in protein signaling pathways with applications for drug development[4]
Career
Her work has centered on neural network research[2], natural language processing[1], and computational neuroscience[5]. Her academic career took place at the LMU Munich, (M.A. 1985, Ph.D. 1989), TU Munich (1995-1998), Salk Institute (1998-2001), UC Berkeley (2001-2004), and Stanford University (2005-2010). From 1988 until 1995 she worked intensely on problems in artificial intelligence, first with the company Digital Equipment, then at the Institute for Computational Linguistics in Heidelberg and the Max_Planck_Institute_of_Biochemistry in Munich. Subsequently she became interested in neuroscience, and has since followed a career in computational neuroscience. At Stanford she organized the Biological Modelling Club, a dedicated group of researchers in mathematical and computational biology. She is co-founder of the Carl Correns Foundation for Mathematical Biology[6], founded 2011 in Mountain View, California.
Coma Experience
Gabriele Scheler developed a brain disorder in her early twenties, caused by a two-week coma in Berkeley 1983, probably induced by deliberate poisoning. A doctoral scholarship for Stanford University had to be declined because of this sudden illness. Her experience as a patient contributed to her resolve to investigate computational neuroscience problems with a view of later medical applications.
Early Life and Education
Gabriele Scheler grew up in Goettingen, as the daughter of Fritz Scheler, and Elisabeth Scheler née Correns, the daughter of Carl Wilhelm Correns, who had a formative influence on his granddaughter. Her family includes Erich Correns (Maler)|de, Carl Erich Correns, Emil Ballowitz|de, Hugo Pernice|de, Erich Pernice, Erich Correns, Werner Scheler, Max Scheler. She graduated from Theodor-Heuss-Gymnasium_(Göttingen)|de as valedictorian three years early in 1977. After a year at the University of Tübingen, she moved to the Institute for logic and scientific theory at the LMU Munich, where she also did her Ph.D. She married in 1991 and had a son in 1995. Since 1998 she has lived in California, first in San Diego, and then in Mountain View.
References
- ↑ 1.0 1.1 Gabriele Scheler (1995). [1] Generating English plural determiners from semantic representations: A neural network learning approach. DOI:10.1007/3-540-60925-3_38 Connectionist, Statistical, and Symbolic Approaches to Learning for Natural Language Processing at IJCAI. Accessed January 2024
- ↑ 2.0 2.1 Gabriele Scheler [2] Feature Selection with Exception Handling-An Example from Phonology. Accessed January 2024
- ↑ Gabriele Scheler, Johann Schumann [3] Localist plasticity identified by mutual information. DOI: 10.1101/658153. Accessed January 2024
- ↑ Gabriele Scheler (Sept 2013) Determination of output of biochemical reaction networks. Patent: US 20130246019 A1
- ↑ Gabriele Scheler [4] Presynaptic modulation as fast synaptic switching: state-dependent modulation of task performance. Accessed Jan 2024.
- ↑ Carl Correns Foundation for Mathematical Biology [https://mathematical-biology.org
External links
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