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Brain-machine interfaces (BMIs) have the potential to restore movement to people with paralyzed limbs by controlling functional electrical stimulation (FES) of paralyzed muscles. This concept recently was put into practice in monkeys using spikes to control electrical stimulation of a set of wrist muscles [1–2]. However, the viability of spike-based BMIs is limited by the inability to record spikes...