16 September 2014 Nanoelectronic synaptic devices and materials for brain-inspired computational architectures
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Abstract
To realize extreme-scale neuromorphic computation inspired by a biological brain, there is a need to develop two-terminal reconfigurable devices that can mimic the low-power specifications and scalability of a biological synapse. This paper discusses the synaptic characteristics of doped transition metal oxide based two-terminal devices. Spike-frequency dependent augmentation in conductance was observed. In addition, the devices could be reconfigured to different conductance states by changing the input pulse-width. This characteristic was used to demonstrate spike-timing dependent plasticity (STDP). The mechanism of reconfiguration is also briefly discussed.
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Rashmi Jha, Rashmi Jha, Saptarshi Mandal, Saptarshi Mandal, } "Nanoelectronic synaptic devices and materials for brain-inspired computational architectures", Proc. SPIE 9174, Nanoepitaxy: Materials and Devices VI, 91740S (16 September 2014); doi: 10.1117/12.2065261; https://doi.org/10.1117/12.2065261
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