Year: 2019

SpikeDeeptector: a deep-learning based method for detection of neural spiking activity

Posted on By jannis No Comments on SpikeDeeptector: a deep-learning based method for detection of neural spiking activity
scientific publication

Journal of Neural Engineering: https://iopscience.iop.org/article/10.1088/1741-2552/ab1e63 In electrophysiology, microelectrodes are the primary source for recording neural data (single unit activity). These microelectrodes can be implanted individually or in the form of arrays containing dozens to hundreds of channels. Recordings of some channels contain neural activity, which are often contaminated with noise. Another fraction of channels does … Read More “SpikeDeeptector: a deep-learning based method for detection of neural spiking activity” »

SpikeDeeptector: a deep-learning based method for detection of neural spiking activity

Posted on By jannis No Comments on SpikeDeeptector: a deep-learning based method for detection of neural spiking activity
scientific publication

Journal of Neural Engineering: https://iopscience.iop.org/article/10.1088/1741-2552/ab1e63 In electrophysiology, microelectrodes are the primary source for recording neural data (single unit activity). These microelectrodes can be implanted individually or in the form of arrays containing dozens to hundreds of channels. Recordings of some channels contain neural activity, which are often contaminated with noise. Another fraction of channels does … Read More “SpikeDeeptector: a deep-learning based method for detection of neural spiking activity” »

SfN: Universal Spikedeeptector

Posted on By jannis No Comments on SfN: Universal Spikedeeptector
Conference participation, scientific publication

State-of-the-art microelectrode array technology enables simultaneous, large-scale single unit recordings from hundreds of channels. Identification of channels recording neural data as compared to noise is the first step for all further analyses. Automatizing this process aims at minimizing the human involvement and time for manual curation. In our previous study, we introduced the “SpikeDeeptector” (SD), … Read More “SfN: Universal Spikedeeptector” »

SfN 2019: Universal Spikedeeptector

Posted on By jannis No Comments on SfN 2019: Universal Spikedeeptector
Conference participation, scientific publication

State-of-the-art microelectrode array technology enables simultaneous, large-scale single unit recordings from hundreds of channels. Identification of channels recording neural data as compared to noise is the first step for all further analyses. Automatizing this process aims at minimizing the human involvement and time for manual curation. In our previous study, we introduced the “SpikeDeeptector” (SD), … Read More “SfN 2019: Universal Spikedeeptector” »