Memristive Imitation of Synaptic Transmission and Plasticity.
IEEE Trans Neural Netw Learn Syst
; 30(11): 3458-3470, 2019 11.
Article
en En
| MEDLINE
| ID: mdl-30762570
In this paper, a memristive artificial neural circuit imitating the excitatory chemical synaptic transmission of biological synapse is designed. The proposed memristor-based neural circuit exhibits synaptic plasticity, one of the important neurochemical foundations for learning and memory, which is demonstrated via the efficient imitation of short-term facilitation and long-term potentiation. Moreover, the memristive artificial circuit also mimics the distinct biological attributes of strong stimulation and deficient synthesis of neurotransmitters. The proposed artificial neural model is designed in SPICE, and the biological functionalities are demonstrated via various simulations. The simulation results obtained with the proposed artificial synapse are similar to the biological features of chemical synaptic transmission and synaptic plasticity.
Texto completo:
1
Colección:
01-internacional
Base de datos:
MEDLINE
Asunto principal:
Redes Neurales de la Computación
/
Transmisión Sináptica
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Conducta Imitativa
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Plasticidad Neuronal
Límite:
Humans
Idioma:
En
Revista:
IEEE Trans Neural Netw Learn Syst
Año:
2019
Tipo del documento:
Article
Pais de publicación:
Estados Unidos