Reservoir based spiking models for univariate Time Series Classification

R Gaurav, TC Stewart, Y Yi - Frontiers in Computational Neuroscience, 2023 - frontiersin.org
A variety of advanced machine learning and deep learning algorithms achieve state-of-the-
art performance on various temporal processing tasks. However, these methods are heavily …

Spiking reservoir computing for temporal edge intelligence on loihi

R Gaurav, TC Stewart, YC Yi - 2022 IEEE/ACM 7th Symposium …, 2022 - ieeexplore.ieee.org
Low latency and low energy consumption are the indispensable characteristics of Edge
Computing applications. With the fusion of Edge Computing and Artificial Intelligence (AI) …

[PDF][PDF] Neural Technologies for Objects Classification with Mobile Applications

I Sidenko, G Kondratenko… - Journal of Mobile …, 2024 - journals.riverpublishers.com
This paper is related to the study of the features of the neural technologies' application, in
particular, ResNet neural networks for the classification of objects in photographs. The work …

Mobile Recognition of Image Components Based on Machine Learning Methods

G Kondratenko, I Sidenko… - Journal of Mobile …, 2024 - journals.riverpublishers.com
This paper is related to the recognition of certain components in images using machine
learning methods and mobile technologies. The main result of this work is a developed …

Adaptive Toeplitz Convolution-enhanced Classifier for Anomaly Detection in ECG Big Data

L Wu, MKM Ali, T Li, C Ni, Y Tian, X Zhou - 2024 - researchsquare.com
The anomaly detection of electrocardiogram (ECG) data is crucial for identifying deviations
from normal heart rhythm patterns and providing timely interventions for high-risk patients …

[HTML][HTML] 2 Related Works and Problem Statement

I Sidenko, G Kondratenko, O Heras, Y Kondratenko - journals.riverpublishers.com
Currently, there are a large number of publications and systems for recognizing and
classifying objects in photos using neural technologies. Such objects can be cars, people …

[HTML][HTML] 2 Related Works and Problem Statement

G Kondratenko, I Sidenko, M Saliutin, Y Kondratenko - journals.riverpublishers.com
In this difficult time, many companies and corporations have been able to properly adapt and
develop whole systems to preserve people's health and ensure their safety. Scientists and …