Bifurcation analysis of a resonate-and-fire-type digital spiking neuron

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5864 LNCS, Issue PART 2, 2009, Pages 392-400

  Hishiki, Tetsuya ^a   Torikai, Hiroyuki ^a  

^a OSAKA UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

BIFURCATION ANALYSIS; BIFURCATION PHENOMENA; GENERALIZED MODELS; RETURN MAP; SPIKING NEURON;

DATA PROCESSING; LOCOMOTIVES; RAILROAD CARS;

BIFURCATION (MATHEMATICS);

EID: 76249097560     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-10684-2_44     Document Type: Conference Paper

References (10)

1. Izhikevich, E.M.: Dynamical Systems in Neuroscience: The Geometry of Excitability and Bursting. The MIT press, Cambridge (2007)
2. Izhikevich, E.M.: Which model to use for cortical spiking neurons? IEEE Transactions on Neural Networks 15, 1063-1070 (2004)
3. Maass, W., Bishop, C.: Pulsed neural networks. Bradford Book (1999)
4. Hamanaka, H., Torikai, H., Saito, T.: Quantized spiking neuron with a/d conversion functions. IEEE Transactions on Circuits and Systems II: Express Briefs 53(10), 1049-1053 (2006)
5. Mitsubori, K., Saito, T.: Dependent switched capacitor chaos generator and its synchronization. IEEE Trans. Circuits Syst. I, Fundam. Theory Appl. 44(12), 1122-1128 (1997)
6. Matsuoka, Y., Hasegawa, T., Saito, T.: Chaotic spike-train with line-like spectrum. IEICE Trans. Fundamentals E92-A, 1142-1147 (2009)
7. Torikai, H., Funew, A., Saito, T.: Digital spiking neuron and its learning for approximation of various spike-trains. Neural Networks 21(2-3), 140-149 (2008)
8. Hashimoto, S., Torikai, H.: A novel hybrid spiking neuron: response analysis and learning potential. In: Proc. ICONIP (2008)
9. Hashimoto, S., Torikai, H.: Bifurcation analysis of a reconfigurable hybrid spiking neuron and its novel online learning algorithm. In: Proc. IEEE-INNS/IJCNN (2009)
10. Hishiki, T., Torikai, H.: A novel resonate-and-fire-type digital spiking neuron and its bifurcation analysis. In: Proc. NOLTA (accepted, 2009)