Dynamics of recurrent neural networks with piecewise linear activation function in the context-dependent decision-making task by Kononov, Roman Andreevich, Maslennikov, O.  V., Nekorkin, Vladimir Isaakovich

“…An ensemble of neural networks with piecewise linear activation functions was constructed. …”
Get full text

Shape-based disease grading via functional maps and graph convolutional networks with application to Alzheimer’s disease by Julius Mayer, Daniel Baum, Felix Ambellan, Christoph von Tycowicz, for the Alzheimer’s Disease Neuroimaging Initiative

Get full text

On the improvement of schizophrenia detection with optical coherence tomography data using deep neural networks and aggregation functions by Paweł Karczmarek, Małgorzata Plechawska-Wójcik, Adam Kiersztyn, Adam Domagała, Agnieszka Wolinska, Steven M. Silverstein, Kamil Jonak, Paweł Krukow

Get full text

NBS-SNI, an extension of the network-based statistic: Abnormal functional connections between important structural actors by Francis Normand, Mehul Gajwani, Daniel C. Côté, Antoine Allard

Get full text

The songbird connectome (OSCINE-NET.ORG): structure–function organization beyond the canonical vocal control network by Andrew Savoy, Katherine L. Anderson, Joseph V. Gogola

“…This comprehensive digital map includes all known connectivity data, covering major brain superstructures and functional networks. Our analysis reveals that the songbird brain exhibits small-world properties, with highly connected communities functionally designated as motor, visual, associative, vocal, social, and auditory. …”
Get full text

Optimisation of material composition in functionally graded plates using a structure-tuned deep neural network by Ryoichi Chiba, Takuya Kishida, Ryoto Seki, Seiya Sato

Subjects: “…neural network…”
Get full text

AHerfReLU: A Novel Adaptive Activation Function Enhancing Deep Neural Network Performance by Abaid Ullah, Muhammad Imran, Muhammad Abdul Basit, Madeeha Tahir, Jihad Younis

“…In deep learning, the choice of activation function plays a vital role in enhancing model performance. …”
Get full text

Key traits in functional trait networks can identify the temporal structure of fish communities in coastal waters by Jianyu Zou, Xiaozhuang Zhang, Yupeng Ji, Ying Xue, Chongliang Zhang, Yiping Ren, Binduo Xu

Subjects: Get full text

Assemblies, synapse clustering, and network topology interact with plasticity to explain structure-function relationships of the cortical connectome by András Ecker, Daniela Egas Santander, Marwan Abdellah, Jorge Blanco Alonso, Sirio Bolaños-Puchet, Giuseppe Chindemi, Dhuruva Priyan Gowri Mariyappan, James B Isbister, James King, Pramod Kumbhar, Ioannis Magkanaris, Eilif B Muller, Michael W Reimann

“…At the circuit level, we found plasticity was driven by co-firing stimulus-evoked functional assemblies, spatial clustering of synapses on dendrites, and the topology of the network connectivity. …”
Get full text

RETRACTED: Modelling demand response in smart microgrid with techno and economic objective functions and improvement of network efficiency by Wang Xuan, Zhang Xiaofeng, Zhou Feng, Xu Xiang, Allathadka H.P.

Get full text

Review study of alteration functional activities and networks in ulcerative colitis using resting-state fMRI by Ali S. Alyami

Subjects: Get full text

An Efficient and Regularized Modeling Method for Massive Scattered Data Combining Triangulated Irregular Network and Multiquadric Function by Haifei Liu, Yuhao Zhang, Xin Liu, Ijaz Ahmed, Jianxin Liu

Subjects: Get full text

Forecasting Stock Market Volatility Using Hybrid of Adaptive Network of Fuzzy Inference System and Wavelet Functions by Abdullah H. Alenezy, Mohd Tahir Ismail, S. Al Wadi, Muhammad Tahir, Nawaf N. Hamadneh, Jamil J. Jaber, Waqar A. Khan

“…This study employs a nonlinear spectral model of maximum overlapping discrete wavelet transform (MODWT) with five mathematical functions, namely, Haar, Daubechies (Db), Least Square (LA-8), Best localization (BL14), and Coiflet (C6) in conjunction with adaptive network-based fuzzy inference system (ANFIS). …”
Get full text

Quality optimization of liquid silicon lenses based on sequential approximation optimization and radial basis function networks by Hanjui Chang, Shuzhou Lu, Yue Sun, Yuntao Lan

“…Abstract This study introduces an innovative multi-objective optimization method based on sequential approximation optimization (SAO) and radial basis function (RBF) networks to enhance the injection molding process for liquid silicone optical lenses. …”
Get full text

Static and dynamic functional connectome reveals reconfiguration profiles of whole-brain network across cognitive states by Heming Zhang, Chun Meng, Xin Di, Xiao Wu, Bharat Biswal

Get full text

Multistability and Multiperiodicity for a General Class of Delayed Cohen-Grossberg Neural Networks with Discontinuous Activation Functions by Yanke Du, Yanlu Li, Rui Xu

“…A general class of Cohen-Grossberg neural networks with time-varying delays, distributed delays, and discontinuous activation functions is investigated. …”
Get full text

Smoking Functions as a Negative Regulator of IGF1 and Impairs Adipokine Network in Patients with Rheumatoid Arthritis by Malin C. Erlandsson, Roberto Doria Medina, Sofia Töyrä Silfverswärd, Maria I. Bokarewa

Get full text

Quality of life indicators associated with the functionality of older people in Brazilian amazon: a network analysis approach by Cleidson Colares Batista, Talita Cezareti da Silva, Elaine Cristina Costa Lopes, Renato Augusto Mariotto, Tania Maria Gomes da Silva, Aliny Lima Santos, Aline Diniz Gehren, José Roberto Andrade do Nascimento Júnior, Daniel Vicentini de Oliveira

“…The data were analyzed using the Kolmogorov-Smirnov test, Spearman's correlation, and Network Analysis (p<0,05). Results: The analysis showed moderate correlations (r > 0.40, p < 0.05) among QoL domains and weak to moderate negative correlations (r between -0.18 and -0.46) between functionality and QoL domains. …”
Get full text

Effects of natural extracts in cognitive function of healthy adults: a systematic review and network meta-analysis by Zhi-yuan Wang, Ya-lu Deng, Ting-yuan Zhou, Yi Liu, Yu Cao

Subjects: Get full text

A deep neural network model with spectral correlation function for electrocardiogram classification and diagnosis of atrial fibrillation by Sara Mihandoost

Subjects: “…Convolutional neural network…”
Get full text