Title :
M-sequence family from cultured neural circuits
Author :
Tamura, Shinji ; Nishitani, Y. ; Hosokawa, C. ; Mizuno-Matsumoto, Yuko ; Kamimura, Taeko ; Yen-Wei Chen ; Miyoshi, Takanori ; Sawai, Hidefumi
Author_Institution :
NBL Technovator Co., Ltd., Sennan, Japan
Abstract :
We have already shown its feasibility by computer simulations that show a loop circuit can be copied to another area by back-propagation learning algorithm; this is a key function of brain intelligence, which includes functions such as memory, association, reasoning, and abstraction. We also have found M-sequences in spike trains of cultured neuronal networks. In this paper, we report that we found family or fragment of M-sequence responses also in the instantaneous firing rates (PSTH´s) from cultured neural networks of published data and our own data, which suggest the existence of loop circuits with a feedback link composed of 3 to 5 neuron cells or equivalent circuits.
Keywords :
backpropagation; brain; m-sequences; neurophysiology; M-sequence response fragment; PSTH; abstraction function; association function; backpropagation learning algorithm; brain intelligence function; computer simulations; cultured neural circuits; cultured neuronal network spike trains; equivalent circuits; feedback link; instantaneous firing rates; loop circuit; memory function; neuron cells; reasoning function; M-sequence; biological neural networks; communication in brain; neural spike train;
Conference_Titel :
Information Science and Service Science and Data Mining (ISSDM), 2012 6th International Conference on New Trends in
Conference_Location :
Taipei
Print_ISBN :
978-1-4673-0876-2