Bio-Inspired Neuron Synapse Optimization for Adaptive Learning and Smart Decision-Making
Fuente:
arXiv
Saved in:
| Main Authors: | Singh, Sreeja, Ghosh, Tamal |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Bio-Inspired Adaptive Neurons for Dynamic Weighting in Artificial Neural Networks
by: Islam, Ashhadul, et al.
Published: (2024)
by: Islam, Ashhadul, et al.
Published: (2024)
Bombardier Beetle Optimizer: A Novel Bio-Inspired Algorithm for Global Optimization
by: Shehadeh, Hisham A., et al.
Published: (2025)
by: Shehadeh, Hisham A., et al.
Published: (2025)
Financial Decision Making using Reinforcement Learning with Dirichlet Priors and Quantum-Inspired Genetic Optimization
by: Nandy, Prasun, et al.
Published: (2025)
by: Nandy, Prasun, et al.
Published: (2025)
A Unified Platform to Evaluate STDP Learning Rule and Synapse Model using Pattern Recognition in a Spiking Neural Network
by: Maskeen, Jaskirat Singh, et al.
Published: (2025)
by: Maskeen, Jaskirat Singh, et al.
Published: (2025)
Learning with Chemical versus Electrical Synapses -- Does it Make a Difference?
by: Farsang, Mónika, et al.
Published: (2023)
by: Farsang, Mónika, et al.
Published: (2023)
D-Score: A Synapse-Inspired Approach for Filter Pruning
by: Park, Doyoung, et al.
Published: (2023)
by: Park, Doyoung, et al.
Published: (2023)
Adaptive Spiking Neurons for Vision and Language Modeling
by: Zhou, Chenlin, et al.
Published: (2026)
by: Zhou, Chenlin, et al.
Published: (2026)
Graph-Theoretic Measures for Interpretable Multicriteria Decision Making in Emergency Department Layout Optimization
by: Sarhan, Ola, et al.
Published: (2025)
by: Sarhan, Ola, et al.
Published: (2025)
Evolutionary Reinforcement Learning for Interpretable Decision-Making in Supply Chain Management
by: Genetti, Stefano, et al.
Published: (2025)
by: Genetti, Stefano, et al.
Published: (2025)
Enhancing Decision-Making in Optimization through LLM-Assisted Inference: A Neural Networks Perspective
by: Singh, Gaurav, et al.
Published: (2024)
by: Singh, Gaurav, et al.
Published: (2024)
Dataset Optimization for Chronic Disease Prediction with Bio-Inspired Feature Selection
by: Dyoub, Abeer, et al.
Published: (2023)
by: Dyoub, Abeer, et al.
Published: (2023)
Biologically Inspired Oscillating Activation Functions Can Bridge the Performance Gap between Biological and Artificial Neurons
by: Noel, Matthew Mithra, et al.
Published: (2021)
by: Noel, Matthew Mithra, et al.
Published: (2021)
BioNIC: Biologically Inspired Neural Network for Image Classification Using Connectomics Principles
by: Prasanth, Diya, et al.
Published: (2026)
by: Prasanth, Diya, et al.
Published: (2026)
Emulating Complex Synapses Using Interlinked Proton Conductors
by: Zhang, Lifu, et al.
Published: (2024)
by: Zhang, Lifu, et al.
Published: (2024)
Multiplayer Battle Game-Inspired Optimizer for Complex Optimization Problems
by: Xu, Yuefeng, et al.
Published: (2023)
by: Xu, Yuefeng, et al.
Published: (2023)
Smart Buildings Energy Consumption Forecasting using Adaptive Evolutionary Ensemble Learning Models
by: Neshat, Mehdi, et al.
Published: (2025)
by: Neshat, Mehdi, et al.
Published: (2025)
Bio-Inspired Mamba: Temporal Locality and Bioplausible Learning in Selective State Space Models
by: Qin, Jiahao
Published: (2024)
by: Qin, Jiahao
Published: (2024)
Space as Time Through Neuron Position Learning
by: Mészáros, Balázs, et al.
Published: (2025)
by: Mészáros, Balázs, et al.
Published: (2025)
Biologically Inspired Spiking Diffusion Model with Adaptive Lateral Selection Mechanism
by: Feng, Linghao, et al.
Published: (2025)
by: Feng, Linghao, et al.
Published: (2025)
Image Classification Method using Dynamic Quantum Inspired Genetic Algorithm
by: Singh, Akhilesh Kumar, et al.
Published: (2025)
by: Singh, Akhilesh Kumar, et al.
Published: (2025)
STARE: Predicting Decision Making Based on Spatio-Temporal Eye Movements
by: Unger, Moshe, et al.
Published: (2025)
by: Unger, Moshe, et al.
Published: (2025)
Self-Supervised Evolutionary Learning of Neurodynamic Progression and Identity Manifolds from EEG During Safety-Critical Decision Making
by: Zhou, Xiaoshan, et al.
Published: (2026)
by: Zhou, Xiaoshan, et al.
Published: (2026)
Efficient Online Learning for Networks of Two-Compartment Spiking Neurons
by: Yin, Yujia, et al.
Published: (2024)
by: Yin, Yujia, et al.
Published: (2024)
A Bio-Inspired Research Paradigm of Collision Perception Neurons Enabling Neuro-Robotic Integration: The LGMD Case
by: Qin, Ziyan, et al.
Published: (2025)
by: Qin, Ziyan, et al.
Published: (2025)
A Quantum-inspired Hybrid Swarm Intelligence and Decision-Making for Multi-Criteria ADAS Calibration
by: Pathak, Sanjai, et al.
Published: (2026)
by: Pathak, Sanjai, et al.
Published: (2026)
Goat Optimization Algorithm: A Novel Bio-Inspired Metaheuristic for Global Optimization
by: Nozari, Hamed, et al.
Published: (2025)
by: Nozari, Hamed, et al.
Published: (2025)
A RankNet-Inspired Surrogate-Assisted Hybrid Metaheuristic for Expensive Coverage Optimization
by: Wu, Tongyu, et al.
Published: (2025)
by: Wu, Tongyu, et al.
Published: (2025)
Octopus Inspired Optimization (OIO): A Hierarchical Framework for Navigating Protein Fitness Landscapes
by: Wang, Xu, et al.
Published: (2024)
by: Wang, Xu, et al.
Published: (2024)
Spiking World Model with Multi-Compartment Neurons for Model-based Reinforcement Learning
by: Sun, Yinqian, et al.
Published: (2025)
by: Sun, Yinqian, et al.
Published: (2025)
A Review on Influx of Bio-Inspired Algorithms: Critique and Improvement Needs
by: Somvanshi, Shriyank, et al.
Published: (2025)
by: Somvanshi, Shriyank, et al.
Published: (2025)
Memory-DD: A Low-Complexity Dendrite-Inspired Neuron for Temporal Prediction Tasks
by: Yang, Dongjian, et al.
Published: (2025)
by: Yang, Dongjian, et al.
Published: (2025)
PRF: Parallel Resonate and Fire Neuron for Long Sequence Learning in Spiking Neural Networks
by: Huang, Yulong, et al.
Published: (2024)
by: Huang, Yulong, et al.
Published: (2024)
FlyAI -- The Next Level of Artificial Intelligence is Unpredictable! Injecting Responses of a Living Fly into Decision Making
by: Matthies, Denys J. C., et al.
Published: (2024)
by: Matthies, Denys J. C., et al.
Published: (2024)
Toward Neuromic Computing: Neurons as Autoencoders
by: Bull, Larry
Published: (2024)
by: Bull, Larry
Published: (2024)
Drain-Vortex Optimization: A Population-Based Metaheuristic Inspired by Multi-Drain Free-Vortex Flow
by: Omidi, Mohsen, et al.
Published: (2026)
by: Omidi, Mohsen, et al.
Published: (2026)
A Brain-Inspired Perception-Decision Driving Model Based on Neural Pathway Anatomical Alignment
by: Wang, Haidong, et al.
Published: (2025)
by: Wang, Haidong, et al.
Published: (2025)
Optimizing Spatio-Temporal Information Processing in Spiking Neural Networks via Unconstrained Leaky Integrate-and-Fire Neurons and Hybrid Coding
by: He, Huaxu
Published: (2024)
by: He, Huaxu
Published: (2024)
General Self-Prediction Enhancement for Spiking Neurons
by: Huang, Zihan, et al.
Published: (2026)
by: Huang, Zihan, et al.
Published: (2026)
Rethinking Intelligence: Brain-like Neuron Network
by: Liu, Weifeng
Published: (2026)
by: Liu, Weifeng
Published: (2026)
Optimal ANN-SNN Conversion with Group Neurons
by: Lv, Liuzhenghao, et al.
Published: (2024)
by: Lv, Liuzhenghao, et al.
Published: (2024)
Similar Items
-
Bio-Inspired Adaptive Neurons for Dynamic Weighting in Artificial Neural Networks
by: Islam, Ashhadul, et al.
Published: (2024) -
Bombardier Beetle Optimizer: A Novel Bio-Inspired Algorithm for Global Optimization
by: Shehadeh, Hisham A., et al.
Published: (2025) -
Financial Decision Making using Reinforcement Learning with Dirichlet Priors and Quantum-Inspired Genetic Optimization
by: Nandy, Prasun, et al.
Published: (2025) -
A Unified Platform to Evaluate STDP Learning Rule and Synapse Model using Pattern Recognition in a Spiking Neural Network
by: Maskeen, Jaskirat Singh, et al.
Published: (2025) -
Learning with Chemical versus Electrical Synapses -- Does it Make a Difference?
by: Farsang, Mónika, et al.
Published: (2023)