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Neural Information Processing

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Cover of 'Neural Information Processing'

Table of Contents

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    Book Overview
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    Chapter 1 Differences in Brain Activation During Physics Problem Solving Across Students with Various Learning Progression: Electrophysiological Evidence Based on Detrended Fluctuation Analysis
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    Chapter 2 A Dynamic, Economical, and Robust Coding Scheme in the Lateral Prefrontal Neurons of Monkeys
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    Chapter 3 Dynamic Characteristics of Micro-state Transition Defined by Instantaneous Frequency in the Electroencephalography of Schizophrenia Patients
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    Chapter 4 Lagrange Programming Neural Networks for Sparse Portfolio Design
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    Chapter 5 An Adaptive Convolution Auto-encoder Based on Spiking Neurons
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    Chapter 6 Schizophrenia Detection Based on EEG Using Recurrent Auto-encoder Framework
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    Chapter 7 Functional Roles of Amygdala and Orbitofrontal Cortex in Adaptive Behavior
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    Chapter 8 A Multiclass EEG Signal Classification Model Using Channel Interaction Maximization and Multivariate Empirical Mode Decomposition
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    Chapter 9 MVNet: Memory Assistance and Vocal Reinforcement Network for Speech Enhancement
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    Chapter 10 Learning Associative Reasoning Towards Systematicity Using Modular Networks
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    Chapter 11 Identifying Dominant Emotion in Positive and Negative Groups of Navarasa Using Functional Brain Connectivity Patterns
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    Chapter 12 A Cerebellum-Inspired Model-Free Kinematic Control Method with RCM Constraint
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    Chapter 13 Instrumental Conditioning with Neuromodulated Plasticity on SpiNNaker
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    Chapter 14 A Phenomenological Deep Oscillatory Neural Network Model to Capture the Whole Brain Dynamics in Terms of BOLD Signal
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    Chapter 15 Explainable Causal Analysis of Mental Health on Social Media Data
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    Chapter 16 Brain-Inspired Attention Model for Object Counting
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    Chapter 17 Emotion Detection in Unfix-Length-Context Conversation
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    Chapter 18 Multi-relation Word Pair Tag Space for Joint Entity and Relation Extraction
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    Chapter 19 Efficient Policy Generation in Multi-agent Systems via Hypergraph Neural Network
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    Chapter 20 Bring Ancient Murals Back to Life
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    Chapter 21 Multi-modal Rumor Detection via Knowledge-Aware Heterogeneous Graph Convolutional Networks
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    Chapter 22 DAGKT: Difficulty and Attempts Boosted Graph-Based Knowledge Tracing
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    Chapter 23 AMRE: An Attention-Based CRNN for Manchu Word Recognition on a Woodblock-Printed Dataset
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    Chapter 24 High-Accuracy and Energy-Efficient Action Recognition with Deep Spiking Neural Network
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    Chapter 25 Sequence Recommendation Based on Interactive Graph Attention Network
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    Chapter 26 Imbalanced Equilibrium: Emergence of Social Asymmetric Coordinated Behavior in Multi-agent Games
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    Chapter 27 Model-Based Reinforcement Learning with Self-attention Mechanism for Autonomous Driving in Dense Traffic
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    Chapter 28 CLCDR: Contrastive Learning for Cross-Domain Recommendation to Cold-Start Users
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    Chapter 29 Medical Visual Question Answering via Targeted Choice Contrast and Multimodal Entity Matching
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    Chapter 30 Boosting StarGANs for Voice Conversion with Contrastive Discriminator
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    Chapter 31 Next POI Recommendation with Neighbor and Location Popularity
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    Chapter 32 Trustworthiness and Confidence of Gait Phase Predictions in Changing Environments Using Interpretable Classifier Models
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    Chapter 33 Enhance Gesture Recognition via Visual-Audio Modal Embedding
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    Chapter 34 Learning from Fourier: Leveraging Frequency Transformation for Emotion Recognition
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    Chapter 35 Efficient Double Oracle for Extensive-Form Two-Player Zero-Sum Games
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    Chapter 36 FastThaiCaps: A Transformer Based Capsule Network for Hate Speech Detection in Thai Language
Attention for Chapter 14: A Phenomenological Deep Oscillatory Neural Network Model to Capture the Whole Brain Dynamics in Terms of BOLD Signal
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Chapter title
A Phenomenological Deep Oscillatory Neural Network Model to Capture the Whole Brain Dynamics in Terms of BOLD Signal
Chapter number 14
Book title
Neural Information Processing
Published by
Springer, Cham, January 2023
DOI 10.1007/978-3-031-30108-7_14
Book ISBNs
978-3-03-130107-0, 978-3-03-130108-7
Authors

Bandyopadhyay, Anirban, Ghosh, Sayan, Biswas, Dipayan, Surampudi, Raju Bapi, Chakravarthy, V. Srinivasa

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