Filter Bank Common Spatial Pattern (FBCSP) is the winner of BCI Competition IV Datasets 2a and 2b. I implemented this algorithm and applied it to a larger EEG ‘motor imagery’ dataset from Kaya et al., 2018. My results outperform the SVM-based approach taken by Kaya et al. 
I discovered subpopulations of inhibitory neurons that perform distinct computations and provide flexible coding across shifts in input statistics
Separate populations of inhibittory neurons perform input gain (left) and response gain (right). These populations are differentially recruited based on feature sparsity, and mutually inhibit one another. Therefore the network alters its normalization scheme based on input statistics.
Published in Epilepsia, 2013
Krishna R Veeramah, Laurel Johnstone, Tatiana M Karafet, Daniel Wolf, Ryan Sprissler, John Salogiannis, Asa Barth‐Maron, Michael E Greenberg, Till Stuhlmann, Stefanie Weinert, Thomas J Jentsch, Marjorie Pazzi, Linda L Restifo, Dinesh Talwar, Robert P Erickson, Michael F Hammer” Epilepsia 54, no. 7 (2013): 1270–81. https://doi.org/10.1111/epi.12201.
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Published in Neuron, 2017
Wei Guo, Amanda R Clause, Asa Barth-Maron, Daniel B Polley.” Neuron 95, no. 1 (July 5, 2017): 180-194.e5. Neuron Previews
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Published in eLife, 2021
Philipp Schlegel, Alexander Shakeel Bates, Tomke Stürner, Sridhar R Jagannathan, Nikolas Drummond, Joseph Hsu, Laia Serratosa Capdevila, Alexandre Javier, Elizabeth C Marin, Asa Barth-Maron, Imaan FM Tamimi, Feng Li, Gerald M Rubin, Stephen M Plaza, Marta Costa, Gregory SXE Jefferis. “Information Flow, Cell Types and Stereotypy in a Full Olfactory Connectome.” eLife 10 (May 25, 2021): e66018.
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Published in Harvard University, 2022
Barth-Maron A. (2022). Interneuron diversity in the Drosophila antennal lobe promotes computational flexibility and adaptive coding properties. Harvard University, 2022. 29209804.
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Published in Current Biology, 2023
Barth-Maron A., D’Alessandro I., Wilson R.I. (2023). Interactions between specialized gain control mechanisms in olfactory processing. Current Biology 33 (23), 5109-5120. e7
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Teaching Fellow, Harvard University, 2015
Teaching Fellow, Harvard University, 2019
Teaching Fellow, Harvard University, 2021