scholarly journals Ternary Logic with Stateful Neural Networks Using a Bilayered TaO X ‐Based Memristor Exhibiting Ternary States

2021 ◽  
pp. 2104107
Author(s):  
Young Seok Kim ◽  
Jangho An ◽  
Jae Bum Jeon ◽  
Myeong Won Son ◽  
Seoil Son ◽  
...  
Keyword(s):  
Neural Networks ◽  
Ternary Logic

scholarly journals Some properties of asymmetric Hopfield neural networks with finite time of transition between states

2016 ◽  
Vol 6 (1) ◽  
Author(s):  
Ibragim Suleimenov ◽  
Grigoriy Mun ◽  
Sergey Panchenko ◽  
Ivan Pak
Keyword(s):  
Neural Networks ◽  
Image Recognition ◽  
Finite Time ◽  
Output Signal ◽  
The State ◽  
Hopfield Neural Networks ◽  
Ternary Logic ◽  
Logical Variable ◽  
Recognition Procedure ◽  
Oscillation Modes

AbstractThere were implemented samples of asymmetric Hopfield neural networks which have finite time of transition from one state to another. It was shown that in such systems, various oscillation modes could occur. It was revealed that the oscillation of the output signal of certain neuron could be treated as extra logical variable, which describes the state of the neuron. Asymmetric Hopfield neural networks are described in terms of ternary logic. Such logic may be employed in image recognition procedure.

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