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Exploring spiking neural networks: a comprehensive analysis of mathematical models and applications
This article presents a comprehensive analysis of spiking neural networks (SNNs) and their
mathematical models for simulating the behavior of neurons through the generation of …
mathematical models for simulating the behavior of neurons through the generation of …
SNIB: improving spike-based machine learning using nonlinear information bottleneck
S Yang, B Chen - IEEE transactions on systems, man, and …, 2023 - ieeexplore.ieee.org
Spiking neural networks (SNNs) have garnered increased attention in the field of artificial
general intelligence (AGI) research due to their low power consumption, high computational …
general intelligence (AGI) research due to their low power consumption, high computational …
Effective surrogate gradient learning with high-order information bottleneck for spike-based machine intelligence
S Yang, B Chen - IEEE transactions on neural networks and …, 2023 - ieeexplore.ieee.org
Brain-inspired computing technique presents a promising approach to prompt the rapid
development of artificial general intelligence (AGI). As one of the most critical aspects …
development of artificial general intelligence (AGI). As one of the most critical aspects …
Neuromorphic intermediate representation: A unified instruction set for interoperable brain-inspired computing
Spiking neural networks and neuromorphic hardware platforms that simulate neuronal
dynamics are getting wide attention and are being applied to many relevant problems using …
dynamics are getting wide attention and are being applied to many relevant problems using …
Smart traffic navigation system for fault-tolerant edge computing of internet of vehicle in intelligent transportation gateway
S Yang, J Tan, T Lei… - IEEE transactions on …, 2023 - ieeexplore.ieee.org
To investigate the diversified technologies in Internet of Vehicles (IoVs) under intelligent
edge computing, brain-inspired computing techniques are proposed in this study, which is a …
edge computing, brain-inspired computing techniques are proposed in this study, which is a …
Sibols: robust and energy-efficient learning for spike-based machine intelligence in information bottleneck framework
S Yang, H Wang, B Chen - IEEE Transactions on cognitive and …, 2023 - ieeexplore.ieee.org
Spike-based machine intelligence has recently attracted increasing research attention and
has been considered as a promising approach toward artificial general intelligence (AGI). It …
has been considered as a promising approach toward artificial general intelligence (AGI). It …
Recent trends in crowd management using deep learning techniques: a systematic literature review
Crowd management has become an integral part of urban planning in abnormality in the
crowd and predict its future issues. Big data in social media is a rich source for researchers …
crowd and predict its future issues. Big data in social media is a rich source for researchers …
[HTML][HTML] Digital twins for secure thermal energy storage in building
Z Lv, C Cheng, H Lv - Applied Energy, 2023 - Elsevier
The purpose of this work is to explore the role of the safe and optimal scheduling of thermal
energy storage systems in intelligent buildings in promoting sustainable economic …
energy storage systems in intelligent buildings in promoting sustainable economic …
Electrical activity and synchronization of memristor synapse-coupled HR network based on energy method
Y Lu, H Li, C Li - Neurocomputing, 2023 - Elsevier
Electrical synapses and external stimuli can affect the exchange and propagation of field
energy between neurons, and thus induce a variety of dynamics and electricity activities of …
energy between neurons, and thus induce a variety of dynamics and electricity activities of …
[HTML][HTML] Hierarchically stacked graph convolution for emotion recognition in conversation
Accurate emotion recognition can drive the robot to understand human affection intentions
precisely and deliver the emotional response when communicating with a person. Recently …
precisely and deliver the emotional response when communicating with a person. Recently …