Ausgabe 4/2023
Inhalt (20 Artikel)
Brain Simulation and Spiking Neural Networks
Zhe Sun, Vassilis Cutsuridis, Cesar F. Caiafa, Jordi Solé-Casals
Detection of Autism Spectrum Disorder using fMRI Functional Connectivity with Feature Selection and Deep Learning
Jin Zhang, Fan Feng, Tianyi Han, Xiaoli Gong, Feng Duan
Testing an Explicit Method for Multi-compartment Neuron Model Simulation on a GPU
Taira Kobayashi, Rin Kuriyama, Tadashi Yamazaki
neurolib: A Simulation Framework for Whole-Brain Neural Mass Modeling
Caglar Cakan, Nikola Jajcay, Klaus Obermayer
Spiking Memory Policy with Population-encoding for Partially Observable Markov Decision Process Problems
Hao Cheng, Feng Duan, Maochang He
Spiking Recurrent Neural Networks Represent Task-Relevant Neural Sequences in Rule-Dependent Computation
Xiaohe Xue, Ralf D. Wimmer, Michael M. Halassa, Zhe Sage Chen
Robust Resting-State Dynamics in a Large-Scale Spiking Neural Network Model of Area CA3 in the Mouse Hippocampus
Jeffrey D. Kopsick, Carolina Tecuatl, Keivan Moradi, Sarojini M. Attili, Hirak J. Kashyap, Jinwei Xing, Kexin Chen, Jeffrey L. Krichmar, Giorgio A. Ascoli
Organization and Priming of Long-term Memory Representations with Two-phase Plasticity
Jannik Luboeinski, Christian Tetzlaff
Heterogeneous Axonal Delay Improves the Spiking Activity Propagation on a Toroidal Network
Marcello Salustri, Ruggero Micheletto
1D Multi-Point Local Ternary Pattern: A Novel Feature Extraction Method for Analyzing Cognitive Engagement of students in Flipped Learning Pedagogy
Rabi Shaw, Chinmay Mohanty, Bidyut Kr. Patra, Animesh Pradhan
The Spiking Rates Inspired Encoder and Decoder for Spiking Neural Networks: An Illustration of Hand Gesture Recognition
Yikang Yang, Jia Ren, Feng Duan
Spatiotemporal EEG Dynamics of Prospective Memory in Ageing and Mild Cognitive Impairment
Mark Crook-Rumsey, Christina J. Howard, Zohreh Doborjeh, Maryam Doborjeh, Josafath Israel Espinosa Ramos, Nikola Kasabov, Alexander Sumich
Multi-branch Bounding Box Regression for Object Detection
Hui-Shen Yuan, Si-Bao Chen, Bin Luo, Hao Huang, Qiang Li
An Attention-Driven Multi-label Image Classification with Semantic Embedding and Graph Convolutional Networks
Dengdi Sun, Leilei Ma, Zhuanlian Ding, Bin Luo
CCBLA: a Lightweight Phishing Detection Model Based on CNN, BiLSTM, and Attention Mechanism
Erzhou Zhu, Qixiang Yuan, Zhile Chen, Xuejian Li, Xianyong Fang
OIAE: Overall Improved Autoencoder with Powerful Image Reconstruction and Discriminative Feature Extraction
Haifeng Zhao, Haiting Wu, Xin Wang
Data-driven Dimensional Expression Generation via Encapsulated Variational Auto-Encoders
Wenjun Bai, Changqin Quan, Zhi-Wei Luo
Integrating Economic Theory, Domain Knowledge, and Social Knowledge into Hybrid Sentiment Models for Predicting Crude Oil Markets
Himmet Kaplan, Albert Weichselbraun, Adrian M. P. Braşoveanu
A Self-Attention-Based Multi-Level Fusion Network for Aspect Category Sentiment Analysis
Dong Tian, Jia Shi, Jianying Feng
Multidimensional Affective Analysis for Low-Resource Languages: A Use Case with Guarani-Spanish Code-Switching Language
Marvin M. Agüero-Torales, Antonio G. López-Herrera, David Vilares