In this paper, we present the hardware implementation of a novel algorithm for moving-object detection, which can be integrated with CMOS image sensors. Bit planes of consecutive frames are stored in memristive crossbar ...
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 ...
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 ...
James, Alex Pappachen; Irmanova, Aidana; Krestinskaya, Olga(Institute of Electrical and Electronics Engineers, 2019-11-29)
The hardware implementation of neuro-inspired machine learning algorithms for near sensor processing on edge devices is an open problem. In this work, we propose a solution to written word recognition problem related to ...
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