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Browsing Articles by Subject "Memristors"

Now showing items 1-6 of 6

Feature extraction without learning in an analog Spatial Pooler memristive-CMOS circuit design of Hierarchical Temporal Memory [Article]

Krestinskaya, Olga; James, Alex Pappachen (Springer US, 2018-03-14)

Hierarchical temporal memory (HTM) is a neuromorphic algorithm that emulates sparsity, hierarchy and modularity resembling the working principles of neocortex. Feature encoding is an important step to create sparse binary ...
Impact of Integrated Circuit Packaging on Synaptic Dynamics of Memristive Devices [Article]

Irmanova, Aidana; Ellis, G. A.; James, Alex Pappachen (Institute of Electrical and Electronics Engineers, 2018-09-27)

The memristor can be used as non volatile memory (NVM) and for emulating neuron behavior. It has the ability to switch between low resistance R on and high resistance values R off, and exhibit the synaptic dynamic behaviour ...
Memristive Operational Amplifiers

Ibrayev, Timur; Fedorova, Irina; Maan, Akshay Kumar; James, Alex Pappachen (Procedia Computer Science, 2014-01-01)

Abstract The neuronal algorithms process the information coming from the natural environment in analog domain at sensory processing level and convert the signals to digital domain before performing cognitive processing. ...
Memristive Threshold Logic Face Recognition

Maan, Akshay Kumar; Kumar, Dinesh S.; James, Alex Pappachen (Procedia Computer Science, 2014-01-01)

Abstract This paper presents a face recognition method implemented using reconfigurable network of memristive threshold logic cells that can be practically realised in a secondary plane to the pixel arrays. Among the most ...
NEURO-MEMRISTIVE CIRCUITS FOR EDGE COMPUTING: A REVIEW

Krestinskaya, Olga; James, Alex; Chua, Leon O. (IEEE Transactions on Neural Networks and Learning Systems, 2018)

The volume, veracity, variability and velocity of data produced from the ever increasing network of sensors connected to Internet pose challenges for power management, scalability and sustainability of cloud computing ...
Neuron inspired data encoding memristive multi-level memory cell

Irmanova, Aidana; James, Alex Pappachen (Springer Nature, 2018-03-14)

Mapping neuro-inspired algorithms to sensor backplanes of on-chip hardware require shifting the signal processing from digital to the analog domain, demanding memory technologies beyond conventional CMOS binary storage ...