Adaptive goal-directed behavior in embodied cultured networks: Living neuronal networks and a simulated model

Proceedings of the 3rd International IEEE EMBS Conference on Neural Engineering

Volumn , Issue , 2007, Pages 46-49

  Bakkum, Douglas J ^a   Chao, Zenas C ^a   Potter, Steve M ^a  

^a EMORY UNIVERSITY SCHOOL OF MEDICINE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ANIMALS; BRAIN; COMPUTATIONAL METHODS; FEEDBACK CONTROL; PHYSIOLOGICAL MODELS; SENSORY PERCEPTION;

HYBRID SYSTEMS; NETWORK CONTROLS; NEURONAL NETWORK COMMUNICATION;

NEURAL NETWORKS;

EID: 34548779708     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CNE.2007.369608     Document Type: Conference Paper

References (14)

1. S. M. Potter, D. A. Wagenaar, and T. B. DeMarse, "Closing the loop: stimulation feedback systems for embodied MEA cultures," in Advances in Network Electrophysiology Using Multi-Electrode Arrays, M. Taketani and M. Baudry, Eds. New York Springer, 2006.
2. S. M. Potter and T. B. DeMarse "A new approach to neural cell culture for long-term studies," J. Neurosci. Meth., vol. 110, pp 17-24, 2001.
3. L. Cozzi, P. D'Angelo, M. Chiappalone, A. N. Ide, A. Novellino, S. Martinoia, and V. Sanguineti, "Coding and decoding of information in a bi-directional neural interface," Neurocomputing, vol. 65-66, pp. 783-792, 2005.
4. D. J. Bakkum, A. C. Shkolnik, G. Ben-Ary, P. Gamblen, T. B. Demarse, and S. M. Potter, "Removing some 'A' from AI: embodied cultured networks," in Embodied Artificial Intelligence, F. Iida, L. Steels, and R. Pfeifer, Eds.: Springer-Verlag, 2004.
5. G. Shahaf and S. Marom, "Learning in networks of cortical neurons," J. Neurosci., vol. 21, pp. 8782-8788, 2001.
6. T. B. DeMarse, D. A. Wagenaar, A. W. Blau, and S. M. Potter, "The neurally controlled Animat: biological brains acting with simulated bodies," Autonomous Robots, vol. 11, pp. 305-310, 2001.
7. Z. C. Chao, D. J. Bakkum, S. M. Potter: "A more animal-like in vitro model for the study of learning and embodiment," presented at the BMES conference, Chicago, IL, October 11-14, 2006.
8. A. P. Georgopoulos, "Population activity in the control of movement," in Selectionism and the Brain, vol. 37. San Diego: Academic Press, 1994, pp. 103-119.
9. Z. C. Chao, D. J. Bakkum, and S. M. Potter, "Region-specific network plasticity in simulated and living cortical networks: comparison of the Center of Activity Trajectory (CAT) with other metrics," Submitted for publication, 2007.
10. Z. C. Chao, D. J. Bakkum, D. A. Wagenaar, and S. M. Potter, "Effects of random external background stimulation on network synaptic stability after tetanization - a modeling study.," Neuroinformatics vol. 3, pp. 263-280, 2005.
11. G. Q. Bi and M. M. Poo, "Distributed synaptic modification in neural networks induced by patterned stimulation," Nature, vol. 401, pp. 792-796, 1999.
12. D. A. Wagenaar, J. Pine, and S. M. Potter, "An extremely rich repertoire of bursting patterns during the development of cortical cultures," BMC Neurosci. 7 art. no. 11, 2006.
13. D. A. Wagenaar and S. M. Potter, "A versatile all-channel stimulator for electrode arrays, with real-time control.," J. Neural Engineering, vol. 1, pp. 1-7, 2004.
14. D. A. Wagenaar, T. B. DeMarse, and S. M. Potter, "MEABench: A toolset for multi-electrode data acquisition and on-line analysis," in 2nd International IEEE EMBS Conference on Neural Engineering. Arlington, VA., 2005.