@InProceedings{hitron_et_al:LIPIcs.ITCS.2020.23, author = {Hitron, Yael and Lynch, Nancy and Musco, Cameron and Parter, Merav}, title = {{Random Sketching, Clustering, and Short-Term Memory in Spiking Neural Networks}}, booktitle = {11th Innovations in Theoretical Computer Science Conference (ITCS 2020)}, pages = {23:1--23:31}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-134-4}, ISSN = {1868-8969}, year = {2020}, volume = {151}, editor = {Vidick, Thomas}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ITCS.2020.23}, URN = {urn:nbn:de:0030-drops-117087}, doi = {10.4230/LIPIcs.ITCS.2020.23}, annote = {Keywords: biological distributed computing, spiking neural networks, compressed sensing, clustering, random projection, dimensionality reduction, winner-take-all} }