TY - JOUR T1 - Random burst sensing of neurotransmitters JF - bioRxiv DO - 10.1101/607077 SP - 607077 AU - P. Read Montague AU - Terry Lohrenz AU - Jason White AU - Rosalyn J Moran AU - Kenneth T. Kishida Y1 - 2019/01/01 UR - http://biorxiv.org/content/early/2019/04/13/607077.abstract N2 - We introduce a random sensing approach to neurotransmitter detection that provides concurrent, co-localized detection of dopamine, serotonin, norepinephrine and pH. The approach generates high quality out-of-sample predictions at 10 milliseconds per estimate. Similar high-quality estimates result when the data are down-sampled suggesting that even more dramatic speedups are possible. The method also works using electrophysiological probes in routine use in clinical preparations thus transforming these and similar electrodes into ultra-fast sources of multi-transmitter information. ER -