“…it cannot explain how bidirectional control of the ROIs was achieved. Other feedback studies using electroencephalography (EEG) or physiological signals like heart-rate found evidence for the involvement of explicit cognitive control strategies, but also of more implicit operant conditioning based on reinforcement provided by the feedback ( Dunn, Gillig, Ponsor, Weil, & Utz, 1986; Kotchoubey, Kubler, Strehl, Flor, & Birbaumer, 2002; Lacroix & Roberts, 1978; Neumann, Kubler, Kaiser, Hinterberger, & Birbaumer, 2003; Roberts, Birbaumer, Rockstroh, Lutzenberger, & Elbert, 1989; Roberts, Williams, Marlin, Farrell, & Imiolo, 1984; Schober & Lacroix, 1986; Siniatchkin, Kropp, & Gerber, 2000 ; Utz, 1987, 1994 ). Operant conditioning based neurofeedback has even been used to train volitional control of the activity of single neurons in animals ( Fetz, 1969, 2007; Olds, 1965 ).…”