NUR Home
→
01.NU Schools
→
School of Engineering and Digital Sciences
→
Articles
→
Browsing Articles by Subject

Browsing Articles by Subject "Hierarchical Temporal Memory"

Now showing items 1-4 of 4

A design of HTM spatial pooler for face recognition using memristor-CMOS hybrid circuits

Ibrayev, Timur; James, Alex Pappachen; Merkel, Cory; Kudithipudi, Dhireesha (Institute of Electrical and Electronics Engineers Inc., 2016-07-29)

Hierarchical Temporal Memory (HTM) is a machine learning algorithm that is inspired from the working principles of the neocortex, capable of learning, inference, and prediction for bit-encoded inputs. Spatial pooler is an ...
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 ...
Hierarchical Temporal Memory using Memristor Networks: A Survey

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 ...
Image Based HTM Word Recognizer for Language processing [Article]

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 ...