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Memristive neuron integration in digital robotic embodiment

Conference Paper
Publication Date:
2018
abstract:
In the current paper, we introduce a high-level approach for an integration of a neuromorphic memristive neuron in a real-time operating robotic system. The memristive neuron schematic, which we had presented in our earlier works, is capable of inhibitory and excitatory learning (eSTDP, iSTDP) as well as modulation via dopamine input. We discuss a possibility of integration of the analog memristive neuron into a digital robotic embodiment and present block diagram of an adapter that includes pseudo-neuronal encoder and decoder.
Iris type:
04.01 Contributo in Atti di convegno
Keywords:
artificial intelligence; robotics; spiking neural network; memristors
List of contributors:
Erokhin, Victor
Authors of the University:
EROKHIN VICTOR
Handle:
https://iris.cnr.it/handle/20.500.14243/374289
Book title:
ICAROB 2018: PROCEEDINGS OF THE 2018 INTERNATIONAL CONFERENCE ON ARTIFICIAL LIFE AND ROBOTICS
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