39 citations · 97 across the 11 of their papers we have counts for
26 papers · 1 filter
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…
Impact of Integrated Circuit Packaging on Synaptic Dynamics of Memristive Devices
Aidana Irmanova, Grant A. Ellis, Alex Pappachen James
The memristor can be used as non volatile memory (NVM) and for emulating neuron behavior. It has the ability to switch between low resistance and high resistance values $R…
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,…
Programmable Memristive Threshold Logic Gate Array
Olga Krestinskaya, Akshay Kumar Maan, Alex Pappachen James
This paper proposes the implementation of programmable threshold logic gate (TLG) crossbar array based on modified TLG cells for high speed processing and computation. The proposed…
Learning in Memristive Neural Network Architectures using Analog Backpropagation Circuits
Olga Krestinskaya, Khaled Nabil Salama, Alex Pappachen James
The on-chip implementation of learning algorithms would speed-up the training of neural networks in crossbar arrays. The circuit level design and implementation of backpropagation…
Real-time Analog Pixel-to-pixel Dynamic Frame Differencing with Memristive Sensing Circuits
Olga Krestinskaya, Alex Pappachen James
In this paper, we propose an analog pixel differencing circuit for differentiating pixels between frames directly from CMOS pixels. The analog information processing at sensor is a…