Coding and decoding of information in a bi-directional neural interface

被引:15
作者
Cozzi, L
D'Angelo, P
Chiappalone, M
Ide, AN
Novellino, A
Martinoia, S
Sanguineti, V
机构
[1] Univ Genoa, Dept Informat Syst & Telemat, I-16145 Genoa, Italy
[2] Univ Genoa, Dept Biophys & Elect Engn, I-16145 Genoa, Italy
[3] Univ Fed Sao Carlos, Grp Processamento Imagens & Sinais, BR-13560 Sao Carlos, Brazil
关键词
cultured neurons; micro-electrode arrays; neural interface; neural coding;
D O I
10.1016/j.neucom.2004.10.075
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We report on an experiment in which a population of rat cortical neurons, cultured on a micro-electrode array, was connected bi-directionally to a mobile robot. Bi-directional communication between a neural population and an external device requires to translate time-varying signals into spatio-temporal patterns of neural activity, and back. Here, we describe the experimental setup and the computational modules of the neural interface, and work on characterization of the 'transfer function' of the neural preparation, as it emerges from closed-loop experiments, and selection of stimulation and recording sites which are best compatible with a desired behavior. (c) 2004 Elsevier B.V. All rights reserved.
引用
收藏
页码:783 / 792
页数:10
相关论文
共 6 条
[1]  
Braitenberg V., 1984, Vehicles, experiments in synthetic psychology
[2]   The Neurally Controlled Animat: Biological brains acting with simulated bodies [J].
DeMarse, TB ;
Wagenaar, DA ;
Blau, AW ;
Potter, SM .
AUTONOMOUS ROBOTS, 2001, 11 (03) :305-310
[3]   Coding of time-varying signals in spike trains of integrate-and-fire neurons with random threshold [J].
Gabbiani, F ;
Koch, C .
NEURAL COMPUTATION, 1996, 8 (01) :44-66
[4]  
Martinoia S, 2004, NEUROCOMPUTING, V58, P1065, DOI 10.1016/j.neucom.2004.01.167
[5]   Connecting brains to robots: An artificial body for studying the computational properties of neural tissues [J].
Reger, BD ;
Fleming, KM ;
Sanguineti, V ;
Alford, S ;
Mussa-Ivaldi, FA .
ARTIFICIAL LIFE, 2000, 6 (04) :307-324
[6]   Effective parameters for stimulation of dissociated cultures using multi-electrode arrays [J].
Wagenaar, DA ;
Pine, J ;
Potter, SM .
JOURNAL OF NEUROSCIENCE METHODS, 2004, 138 (1-2) :27-37