Gene selection and disease prediction from gene expression data using a two-stage hetero-associative memory

L Cleofas-Sánchez, JS Sánchez, V García - Progress in Artificial …, 2019 - Springer
In general, gene expression microarrays consist of a vast number of genes and very few
samples, which represents a critical challenge for disease prediction and diagnosis. This …

Multi-modal associative storage and retrieval using Hopfield auto-associative memory network

R Shriwas, P Joshi, VM Ladwani… - … Conference on Artificial …, 2019 - Springer
Recently we presented text storage and retrieval in an auto-associative memory framework
using the Hopfield neural-network. This realized the ideal functionality of Hopfield network …

M-ary hopfield neural network based associative memory formulation: Limit-cycle based sequence storage and retrieval

VM Ladwani, V Ramasubramanian - … 14–17, 2021, Proceedings, Part IV …, 2021 - Springer
In this paper, we examine Hopfield network composed of multi-state neurons for storing
sequence data as limit cycles of the network. Earlier, we had presented uni-modal data …

M-ary hopfield neural network for storage and retrieval of variable length sequences: multi-limit cycle approach

VM Ladwani… - 2022 IEEE Symposium …, 2022 - ieeexplore.ieee.org
In this paper, we present M-ary Hopfield neural network based auto-associative memory
formulation for variable length sequences. Each sequence is composed of variable length of …

Neural network control interface of the speaker dependent computer system «Deep Interactive Voice Assistant DIVA» to help people with speech impairments

T Khorosheva, M Novoseltseva, N Geidarov… - Proceedings of the Third …, 2019 - Springer
With the development of modern informational communication systems, voice control
interface and speech recognition systems find application in various fields of activity. One …

ГОЛОСОВОЙ ПОМОЩНИК НА ОСНОВЕ ГЛУБОКОГО ОБУЧЕНИЯ

А Бакыт, ЕС Смагулов, СБ Маден… - Вестник КазНПУ …, 2022 - bulletin-phmath.kaznpu.kz
Аннотация С развитием интерфейсных технологий в смарт-устройствах голосовые
помощники быстро завоевали популярность. Эти помощники предназначены для …