Title :
Closed-Loop Optogenetic Brain Interface
Author :
Pashaie, Ramin ; Baumgartner, Ryan ; Richner, Thomas J. ; Brodnick, Sarah K. ; Azimipour, Mehdi ; Eliceiri, Kevin W. ; Williams, Justin C.
Author_Institution :
Electr. Eng. Dept., Univ. of Wisconsin-Milwaukee, Milwaukee, WI, USA
Abstract :
This paper presents a new approach for implementation of closed-loop brain-machine interface algorithms by combining optogenetic neural stimulation with electrocorticography and fluorescence microscopy. We used a new generation of microfabricated electrocorticography (micro-ECoG) devices in which electrode arrays are embedded within an optically transparent biocompatible substrate that provides optical access to the brain tissue during electrophysiology recording. An optical setup was designed capable of projecting arbitrary patterns of light for optogenetic stimulation and performing fluorescence microscopy through the implant. For realization of a closed-loop system using this platform, the feedback can be taken from electrophysiology data or fluorescence imaging. In the closed-loop systems discussed in this paper, the feedback signal was taken from the micro-ECoG. In these algorithms, the electrophysiology data are continuously transferred to a computer and compared with some predefined spatial-temporal patterns of neural activity. The computer which processes the data also readjusts the duration and distribution of optogenetic stimulating pulses to minimize the difference between the recorded activity and the predefined set points so that after a limited period of transient response the recorded activity follows the set points. Details of the system design and implementation of typical closed-loop paradigms are discussed in this paper.
Keywords :
bioMEMS; biological tissues; biomedical optical imaging; brain-computer interfaces; closed loop systems; eye; fluorescence; haemodynamics; medical signal processing; microelectrodes; microfabrication; neurophysiology; optical microscopy; spatial light modulators; brain tissue; closed-loop brain-machine interface algorithms; closed-loop optogenetic brain interface; electrode arrays; electrophysiology data; electrophysiology recording; feedback signal; fluorescence imaging; fluorescence microscopy; implant; light arbitrary patterns; microECoG; microfabricated electrocorticography devices; neural activity; optical setup; optically transparent biocompatible substrate; optogenetic neural stimulation; optogenetic stimulating pulse distribution; optogenetic stimulating pulse duration; optogenetic stimulation; spatial-temporal patterns; system design; Biomedical optical imaging; Electrodes; Laser beams; Lenses; Optical imaging; Stimulated emission; Brain Interface; Brain interface; Closed-Loop; Fluorescence Imaging; Hemodynamic Signals; Optogenetics; Spatial Light Modulator; closed loop; fluorescence imaging; hemodynamic signals; optogenetics; spatial light modulator (SLM);
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2015.2436817