3 papers
cs.ET2018
Wafer Quality Inspection using Memristive LSTM, ANN, DNN and HTM
Kazybek Adam, Kamilya Smagulova, Olga Krestinskaya +1
The automated wafer inspection and quality control is a complex and time-consuming task, which can speed up using neuromorphic memristive architectures, as a separate inspection de…
cs.ET2018
Memristive LSTM network hardware architecture for time-series predictive modeling problem
Kazybek Adam, Kamilya Smagulova, Alex Pappachen James
Analysis of time-series data allows to identify long-term trends and make predictions that can help to improve our lives. With the rapid development of artificial neural networks,…
cs.ET2018
Design of CMOS-memristor Circuits for LSTM architecture
Kamilya Smagulova, Kazybek Adam, Olga Krestinskaya +1
Long Short-Term memory (LSTM) architecture is a well-known approach for building recurrent neural networks (RNN) useful in sequential processing of data in application to natural l…