Non linear methods estimating neural network behavior on micro-electrode array technology

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

Volumn , Issue , 2007, Pages 449-452

  Maffezzoli, A ^a   Signorini, M G ^a   Gullo, F ^b   Wanke, E ^b  

^a POLITECNICO DI MILANO   (Italy)

^b UNIVERSITY OF MILANO BICOCCA   (Italy)

Author keywords

Genetic algorithms; Micro electrode array; Neuronal networks in vitro; Non linear time series analysis techniques

Indexed keywords

GENETIC ALGORITHMS; MICROELECTRODES; NONLINEAR ANALYSIS; TIME SERIES ANALYSIS;

MICROELECTRODE ARRAY; NEURONAL NETWORKS; NONLINEAR TIME SERIES ANALYSIS TECHNIQUES;

NEURAL NETWORKS;

ALGORITHM; ANIMAL; ARTICLE; EQUIPMENT; HUMAN; INFORMATION PROCESSING; METHODOLOGY; MICROCHIP ANALYSIS; MICROELECTRODE; NERVE CELL; NERVE CELL NETWORK;

ALGORITHMS; ANIMALS; AUTOMATIC DATA PROCESSING; HUMANS; MICROCHIP ANALYTICAL PROCEDURES; MICROELECTRODES; NERVE NET; NEURONS;

EID: 57649222563     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2007.4352320     Document Type: Conference Paper

References (12)

1. Bove, M, Giugliano, M, Grattarola, M and S Martinoia, "Reti Bioartificiali di Neuroni," Le Scienze (italian edition of Scientific American), no. 375, November 1999, pp. 64-70.
2. S.M. Potter (2001) "Distributed processing in cultured neuronal networks." Progress In Brain Research 130: 49-62.
3. L. Berdondini, T. Overstolz, N.F. de Rooij, M. Koudelka-Hep, S. Martinoia, P. Seitz, et al. High resolution electrophysiological activity imaging of in-vitro neuronal networks. Microtechnologies in Medicine & Biology 2nd Annual International IEEE-EMB Special Topic Conference on, 2002: 241-244.
4. D. A. Wagenaar, R. Madhavan, J. Pine, and S. M. Potter. Controlling Bursting in Cortical Cultures with Closed-Loop Multi-Electrode Stimulation J. Neurosci., 2005; 25: 680 - 688.
5. Murphy G.G., Glanzman D.L. (1999) Cellular Analog of Differential Classical Conditioning in Aplysia: Disruption by the NMDA Receptor Antagonist DL-2-Amino-5-Phosphonovalerate. J. Neurosci. 19(23):10595-10602.
6. M. Puopolo, E. Raviola, B. P. Bean. Roles of Subthreshold Calcium Current and Sodium Current in Spontaneous Firing of Mouse Midbrain Dopamine. Neurons. J. Neurosci., 2007; 27: 645 - 656.
7. M.S. Lewicki (1998) "A review of methods for spike sorting: the detection and classification of neural action potentials." Network: Computation in Neural Systems. 9: R53-R78.
8. Eden UT, Frank LM, Barbieri R, Solo V, Brown EN, Dynamic analyses of neural encoding by point process adaptive filtering, Neural Computation, 2004, 16(5), 971-998.
9. Duda O.R., Hart P.E., Stork D.G. (2000) Pattern Classification. Wiley-Interscience, New York.
10. Ash R. (1965) Information Theory. Dover Publications, New York.
11. Keogh E., Ratanamahatana C.A. (2004) Exact Indexing of Dynamic Time Warping. Knowledge and Information Systems 7: 358-386.
12. H. Kamioka, E. Maeda, Y. Jimbo, H. Robinson and A. Kawana, Spontaneous periodic synchronized bursting during formation of mature patterns of connections in cortical cultures, Neurosci. Lett. 206, 1996:109-112.