SYSTEMS AND METHODS FOR DECODING INTENDED MOTOR COMMANDS FROM RECORDED NEURAL SIGNALS FOR THE CONTROL OF EXTERNAL DEVICES OR TO INTERACT IN VIRTUAL ENVIRONMENTS

Systems and methods for decoding neural and/or electromyographic signals are provided. A system can include at least one single channel decoder. Optionally, the system can include a demixer in operable communication with the single channel decoders. Each single channel decoder can include a filter to attenuate noise and sharpen spikes in the neural and/or electromyographic signals, a detection function to identify spikes, and a demodulator to get a real-time estimate of motor intent.