We developed a wearable platform (the Neuro-stack) for recording single-neuron and local field potentials in freely moving humans. The Neuro-stack enabled the recording of single-neuron activity during walking behavior in humans. The platform also enables personalized stimulation during real-time decoding of neural activity, which can potentially improve neurostimulation treatments.