Firing proprieties of an adaptive analog VLSI neuron

Ben Dayan Rubin, D.; Chicca, Elisabetta; Indiveri, G.

Firing proprieties of an adaptive analog VLSI neuron

Ben Dayan Rubin D, Chicca E, Indiveri G (2004)
Presented at the Proceedings of Bio-ADIT, Lausanne, Switzerland.

Konferenzbeitrag | Veröffentlicht | Englisch

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Firing_proprieties_of_an_adaptive_analog_VLSI_neuron.pdf

URN

urn:nbn:de:0070-pub-24276567

Autor*in

Ben Dayan Rubin, D.; Chicca, Elisabetta^UniBi ; Indiveri, G.

Einrichtung

Technische Fakultät > AG Neuromorphic Behaving Systems
Center of Excellence - Cognitive Interaction Technology CITEC

Abstract / Bemerkung

We describe the response properties of a compact, low power, analog circuit that implements a model of a leaky I&F neuron, with spike-frequency adaptation, refractory period and voltage threshold modulation properties. We investigate the statistics of the circuit's output response by modulation its operating parameters, like refractory period and adaptation level and by changing the statistics of the input current. The results show a clear match with theoretical and neurophysiological data in a given range of the parameter space. This analysis defines the chip's parameter working range and predicts its behavior in case of integration into large massively parallel VLSI networks.

Stichworte

VLSI adaptation neuromorphic spiking

Erscheinungsjahr

2004

Seite(n)

314-327

Konferenz

Proceedings of Bio-ADIT

Konferenzort

Lausanne, Switzerland

Konferenzdatum

2004-01-29

Page URI

https://pub.uni-bielefeld.de/record/2427656

Zitieren

Ben Dayan Rubin D, Chicca E, Indiveri G. Firing proprieties of an adaptive analog VLSI neuron. Presented at the Proceedings of Bio-ADIT, Lausanne, Switzerland.

Ben Dayan Rubin, D., Chicca, E., & Indiveri, G. (2004). Firing proprieties of an adaptive analog VLSI neuron. Presented at the Proceedings of Bio-ADIT, Lausanne, Switzerland.

Ben Dayan Rubin, D., Chicca, Elisabetta, and Indiveri, G. 2004. “Firing proprieties of an adaptive analog VLSI neuron”. Presented at the Proceedings of Bio-ADIT, Lausanne, Switzerland , 314-327.

Ben Dayan Rubin, D., Chicca, E., and Indiveri, G. (2004).“Firing proprieties of an adaptive analog VLSI neuron”. Presented at the Proceedings of Bio-ADIT, Lausanne, Switzerland.

Ben Dayan Rubin, D., Chicca, E., & Indiveri, G., 2004. Firing proprieties of an adaptive analog VLSI neuron. Presented at the Proceedings of Bio-ADIT, Lausanne, Switzerland.

D. Ben Dayan Rubin, E. Chicca, and G. Indiveri, “Firing proprieties of an adaptive analog VLSI neuron”, Presented at the Proceedings of Bio-ADIT, Lausanne, Switzerland, 2004.

Ben Dayan Rubin, D., Chicca, E., Indiveri, G.: Firing proprieties of an adaptive analog VLSI neuron. Presented at the Proceedings of Bio-ADIT, Lausanne, Switzerland (2004).

Ben Dayan Rubin, D., Chicca, Elisabetta, and Indiveri, G. “Firing proprieties of an adaptive analog VLSI neuron”. Presented at the Proceedings of Bio-ADIT, Lausanne, Switzerland, 2004.

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