Abibullaev, Berdakh; Dolzhikova, Irina; Zollanvari, Amin(Institute of Electrical and Electronics Engineers, 2020-06-09)
The ultimate goal of Brain-Computer Interface (BCI) research is to enable individuals to
interact with their environment by translating their mental imagery. In this regard, a salient issue is the
identification of brain ...
Krestinskaya, Olga; Dolzhikova, Irina; James, Alex Pappachen(Institute of Electrical and Electronics Engineers, 2018-09-24)
This paper presents a survey of the currently available
hardware designs for implementation of the human cortex
inspired algorithm, Hierarchical Temporal Memory (HTM). In
this review, we focus on the state of the art ...
Dolzhikova, Irina; Salama, Khaled; Kizheppatt, Vipin; James, Alex Pappachen(Institute of Electrical and Electronics Engineers, 2018-08)
Synaptic Sampling Machine (SSM) is a type of neural network model that considers biological unreliability of the synapses. We propose the circuit design of the SSM neural network which is realized through the memristive-CMOS ...
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