Interfacing a Salamander Brain with a Salamander-like Robot: Control of Speed and Direction with Calcium Signals from Brainstem Reticulospinal Neurons

被引:0
作者
Ryczko, Dimitri [1 ]
Thandiackal, Robin [2 ]
Ijspeert, Auke J. [2 ]
机构
[1] Univ Montreal, Montreal, PQ H3C 3J7, Canada
[2] Ecole Polytech Fed Lausanne, CH-1015 Lausanne, Switzerland
来源
2016 6TH IEEE INTERNATIONAL CONFERENCE ON BIOMEDICAL ROBOTICS AND BIOMECHATRONICS (BIOROB) | 2016年
基金
瑞士国家科学基金会;
关键词
MESENCEPHALIC LOCOMOTOR REGION; CENTRAL PATTERN GENERATOR; SPINAL-CORD; PEDUNCULOPONTINE NUCLEUS; PARKINSONS-DISEASE; MACHINE INTERFACE; HINDBRAIN NEURONS; MOTOR CORTEX; LAMPREY; WALKING;
D O I
暂无
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
An important topic in designing neuroprosthetic devices for animals or patients with spinal cord injury is to find the right brain regions with which to interface the device. In vertebrates, an interesting target could be the reticulospinal (RS) neurons, which play a central role in locomotor control. These brainstem cells convey the locomotor commands to the spinal locomotor circuits that in turn generate the complex patterns of muscle contractions underlying locomotor movements. The RS neurons receive direct input from the Mesencephalic Locomotor Region (MLR), which controls locomotor initiation, maintenance, and termination, as well as locomotor speed. In addition, RS neurons convey turning commands to the spinal cord. In the context of interfacing neural networks and robotic devices, we explored in the present study whether the activity of salamander RS neurons could be used to control off-line, but in real time, locomotor speed and direction of a salamander robot. Using a salamander semi-intact preparation, we first provide evidence that stimulation of the RS cells on the left or right side evokes ipsilateral body bending, a crucial parameter involved during turning. We then identified the RS activity corresponding to these steering commands using calcium (Ca2+) imaging of RS neurons in an isolated brain preparation. Then, using a salamander robot controlled by a spinal cord model, we used the ratio of RS Ca2+ signals on left and right sides to control locomotion direction by modulating body bending. Moreover, we show that the robot locomotion speed can be controlled based on the amplitude of the Ca2+ response of RS cells, which is controlled by MLR stimulation strength as recently demonstrated in salamanders.
引用
收藏
页码:1140 / 1147
页数:8
相关论文
共 62 条
[1]   A Brain-Machine-Muscle Interface for Restoring Hindlimb Locomotion after Complete Spinal Transection in Rats [J].
Alam, Monzurul ;
Chen, Xi ;
Zhang, Zicong ;
Li, Yan ;
He, Jufang .
PLOS ONE, 2014, 9 (08)
[2]   Deep Brain Stimulation of the Midbrain Locomotor Region Improves Paretic Hindlimb Function After Spinal Cord Injury in Rats [J].
Bachmann, Lukas C. ;
Matis, Alina ;
Lindau, Nicolas T. ;
Felder, Petra ;
Gullo, Miriam ;
Schwab, Martin E. .
SCIENCE TRANSLATIONAL MEDICINE, 2013, 5 (208)
[3]   Behavior of hindbrain neurons during the transition from rest to evoked locomotion in a newt [J].
Bar-Gad, I ;
Kagan, I ;
Shik, ML .
PERIPHERAL AND SPINAL MECHANISMS IN THE NEURAL CONTROL OF MOVEMENT, 1999, 123 :285-294
[4]   Grading movement strength by changes in firing intensity versus recruitment of spinal interneurons [J].
Bhatt, Dimple H. ;
McLean, David L. ;
Hale, Melina E. ;
Fetcho, Joseph R. .
NEURON, 2007, 53 (01) :91-102
[5]   From lamprey to salamander: an exploratory modeling study on the architecture of the spinal locomotor networks in the salamander [J].
Bicanski, Andrej ;
Ryczko, Dimitri ;
Cabelguen, Jean-Marie ;
Ijspeert, Auke Jan .
BIOLOGICAL CYBERNETICS, 2013, 107 (05) :565-587
[6]  
BJURSTEN LM, 1976, EXP BRAIN RES, V25, P115
[7]   The Transformation of a Unilateral Locomotor Command into a Symmetrical Bilateral Activation in the Brainstem [J].
Brocard, Frederic ;
Ryczko, Dimitri ;
Fenelon, Karine ;
Hatem, Raja ;
Gonzales, Delphine ;
Auclair, Francois ;
Dubuc, Rejean .
JOURNAL OF NEUROSCIENCE, 2010, 30 (02) :523-533
[8]  
Cabelguen JM, 2003, J NEUROSCI, V23, P2434
[9]   Real-time control of a robot arm using simultaneously recorded neurons in the motor cortex [J].
Chapin, JK ;
Moxon, KA ;
Markowitz, RS ;
Nicolelis, MAL .
NATURE NEUROSCIENCE, 1999, 2 (07) :664-670
[10]  
Cheng JG, 1998, J NEUROSCI, V18, P4295