• Memristor-Based Multilevel Memory Circuit for Hierarchical Temporal Memory 

  Myrzakhmet, Serikbolsyn (Nazarbayev University School of Engineering, 2018-12)

  Ideally, a memristor has infinite memory states making it a promising device as an analog memory. However, real memristors are limited by the number of states and non-idealities make it even more challenging to retain and ...
• Hardware Implementation of Probabilistic Neural Network 

  Akhmetov, Yerbol (Nazarbayev University School of Engineering, 2018-12)

  A physical implementation of a non-volatile resistive switching device (ReRAM) and linking its concept to memristor triggered prolific research in neuromorphic and memory related fields in 2008. This resistive switching ...
• Temporal G-Neighbor Filtering for Analog Domain Noise Reduction in Astronomical Videos 

  Aliakhmet, Kamilla (Nazarbayev University School of Engineering, 2018-12)

  Astronomical images obtained from existing cameras are subjected to various types of noise artifacts. Impulse noise is one of them and it is visible as dark and bright spots on the image. Common practice to remove impulse ...
• LSTM neural network implementation using memristive crossbar circuits and its various topologies 

  Adam, Kazybek (Nazarbayev University School of Engineering, 2018-12)

  Neural Network (NN) algorithms have existed for long time now. However, they started to reemerge only after computers had been invented, because computational resources are required to implement NN algorithms. In fact, ...
• Daily Transformer Electric Vehicle Charging Capacity Prediction Using Recurrent Neural Network 

  Kuspan, Bekarys (Nazarbayev University School of Engineering, 2018-12)

  In the near future, fossil fuel-based cars will be replaced with electric vehicles (EVs) due to their environmental benefits and low maintenance costs. However, a high ratio of EV penetration into the power system network ...

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