Measurement, manipulation and modeling of brain-wide neural population dynamics
Krishna V. Shenoy, Jonathan C. Kao
Abstract
Neural recording technologies increasingly enable simultaneous measurement of neural activity from multiple brain areas. To gain insight into distributed neural computations, a commensurate advance in experimental and analytical methods is necessary. We discuss two opportunities towards this end: the manipulation and modeling of neural population dynamics.
Topics & Concepts
Computer scienceDynamics (music)Artificial neural networkPopulationNeural activityComputationNeural systemNeuroscienceArtificial intelligenceMachine learningBiologyMedicinePsychologyAlgorithmPedagogyEnvironmental healthNeural dynamics and brain functionEEG and Brain-Computer InterfacesNeuroscience and Neural Engineering