Review on convolutional neural network (CNN) applied to plant leaf disease classification
J Lu, L Tan, H Jiang - Agriculture, 2021 - mdpi.com
Crop production can be greatly reduced due to various diseases, which seriously endangers
food security. Thus, detecting plant diseases accurately is necessary and urgent. Traditional …
food security. Thus, detecting plant diseases accurately is necessary and urgent. Traditional …
Plant bioelectronics and biohybrids: the growing contribution of organic electronic and carbon-based materials
Life in our planet is highly dependent on plants as they are the primary source of food,
regulators of the atmosphere, and providers of a variety of materials. In this work, we review …
regulators of the atmosphere, and providers of a variety of materials. In this work, we review …
Long-distance electrical signals as a link between the local action of stressors and the systemic physiological responses in higher plants
V Sukhov, E Sukhova, V Vodeneev - Progress in Biophysics and Molecular …, 2019 - Elsevier
Our review is devoted to the analysis of the role of long-distance electrical signals in the
development of the fast systemic physiological responses in higher plants. The …
development of the fast systemic physiological responses in higher plants. The …
[KSIĄŻKA][B] PPG signal analysis: An introduction using MATLAB®
M Elgendi - 2020 - taylorfrancis.com
This book serves as a current resource for Photoplethysmogram (PPG) signal analysis using
MATLAB®. This technology is critical in the evaluation of medical and diagnostic data …
MATLAB®. This technology is critical in the evaluation of medical and diagnostic data …
Electrical signals, plant tolerance to actions of stressors, and programmed cell death: is interaction possible?
E Sukhova, V Sukhov - Plants, 2021 - mdpi.com
In environmental conditions, plants are affected by abiotic and biotic stressors which can be
heterogenous. This means that the systemic plant adaptive responses on their actions …
heterogenous. This means that the systemic plant adaptive responses on their actions …
Automatic classification of plant electrophysiological responses to environmental stimuli using machine learning and interval arithmetic
In plants, there are different types of electrical signals involving changes in membrane
potentials that could encode electrical information related to physiological states when …
potentials that could encode electrical information related to physiological states when …
Electrophysiological assessment of plant status outside a Faraday cage using supervised machine learning
Living organisms have evolved complex signaling networks to drive appropriate
physiological processes in response to changing environmental conditions. Amongst them …
physiological processes in response to changing environmental conditions. Amongst them …
Local action of moderate heating and illumination induces propagation of hyperpolarization electrical signals in wheat plants
L Yudina, E Sukhova, A Popova, Y Zolin… - … in Sustainable Food …, 2023 - frontiersin.org
Electrical signals (ESs), which are generated in irritated zones of plants and propagate into
their non-irritated parts, are hypothesized to be an important mechanism of a plant systemic …
their non-irritated parts, are hypothesized to be an important mechanism of a plant systemic …
Mathematical models of electrical activity in plants
E Sukhova, E Akinchits, V Sukhov - The Journal of membrane biology, 2017 - Springer
Electrical activity plays an important role in plant life; in particular, electrical responses can
participate in the reception of the action of stressors (local electrical responses and …
participate in the reception of the action of stressors (local electrical responses and …
Using a one-dimensional convolutional neural network with a conditional generative adversarial network to classify plant electrical signals
XH Qin, ZY Wang, JP Yao, Q Zhou, PF Zhao… - … and Electronics in …, 2020 - Elsevier
Identification of salt tolerance of crops usually requires long-term observation of morphology,
or physiological and biochemical experiments, which are time-consuming and laborious …
or physiological and biochemical experiments, which are time-consuming and laborious …