Latest Articles for Spiking Neural Networks

Signal Processing Advancements in Communication with Spiking Neural Networks

Spiking neural networks improve communication systems by enhancing efficiency and performance.

2025-06-12T20:21:30+00:00 ― 6 min read

Neural and Evolutionary Computing Advancements in Spiking Neural Networks with Analog Circuits

A new system leverages spiking neural networks for efficient data processing.

2025-06-10T22:33:42+00:00 ― 5 min read

Neural and Evolutionary Computing DBSCAN and Neuromorphic Computing: A New Approach

Analyzing the application of DBSCAN in neuromorphic systems for efficient data processing.

2025-06-08T13:01:24+00:00 ― 6 min read

Neural and Evolutionary Computing Improving Spiking Neural Networks with Twin Network Augmentation

A new method enhances SNN performance while saving energy through weight compression.

2025-06-06T11:54:42+00:00 ― 6 min read

Cell Biology Advancements in Cell Analysis with Neuromorphic Technology

Discover how new tools are changing cell analysis methods.

2025-06-04T13:24:25+00:00 ― 9 min read

Cryptography and Security Assessing Vulnerabilities: SNNs vs. ANNs

A study comparing privacy threats in spiking and artificial neural networks.

2025-06-03T19:39:30+00:00 ― 5 min read

Cryptography and Security Challenging the Stability of Spiking Neural Networks

Examining vulnerabilities of Spiking Neural Networks through clever attack methods.

2025-05-30T07:59:15+00:00 ― 6 min read

Hardware Architecture Advancements in Spiking Neural Networks

New accelerator improves efficiency in spiking neural networks for dynamic data processing.

2025-05-30T04:04:21+00:00 ― 6 min read

Machine Learning The Privacy Potential of Spiking Neural Networks

Research shows SNNs may enhance data privacy over traditional models.

2025-05-26T16:20:06+00:00 ― 6 min read

Neural and Evolutionary Computing Revolutionizing Training for Spiking Neural Networks

A new method simplifies training for energy-efficient spiking neural networks.

2025-05-20T23:32:32+00:00 ― 6 min read

Emerging Technologies Spike Talk: A New Approach to Power Grids

Spike Talk enhances power grid communication for better efficiency and resilience.

2025-05-18T15:30:42+00:00 ― 6 min read

Robotics Smarter Drones through Neuromorphic Computing

Research improves drone efficiency and decision-making using neuromorphic systems.

2025-05-13T22:38:40+00:00 ― 7 min read

Neural and Evolutionary Computing Revolutionizing Spiking Neural Networks with Temporal Skips

Introducing temporal skips in SNNs improves efficiency and accuracy significantly.

2025-05-13T15:53:20+00:00 ― 4 min read

Hardware Architecture Advancements in Spiking Neural Networks with Hybrid Architecture

A study showcasing hybrid architecture for improving SNN performance and energy efficiency.

2025-05-13T10:24:00+00:00 ― 5 min read

Neural and Evolutionary Computing Boosting Spiking Neural Networks with Noise Adaptation

Learn how the Noise Adaptor improves spiking neural networks in noisy conditions.

2025-05-06T08:14:40+00:00 ― 6 min read

Machine Learning Rethinking Machine Learning through Biological Principles

Exploring how machines can learn continuously like humans.

2025-05-05T01:25:20+00:00 ― 7 min read

Emerging Technologies The Future of Spiking Neural Networks

Learn how spiking neural networks are mimicking brain functions for advanced computing.

2025-05-02T14:44:00+00:00 ― 6 min read

Machine Learning Boosting Confidence in Predictions with SNNs

New methods enhance uncertainty estimation in spiking neural networks.

2025-05-01T19:44:00+00:00 ― 5 min read

Neural and Evolutionary Computing Future of Computing: Spiking Neural Networks and ReRAM

Discover how SNNs and ReRAM are shaping efficient AI systems.

2025-04-30T06:34:40+00:00 ― 7 min read

Machine Learning Gated Parametric Neurons: A New Era in Audio Recognition

GPNs improve sound recognition by addressing key challenges in spiking neural networks.

2025-04-29T01:12:00+00:00 ― 7 min read

Quantum Physics Federated Learning Meets Quantum Neural Networks

A look into the fusion of FL and QDSNNs for smarter, private data processing.

2025-04-11T15:44:02+00:00 ― 7 min read

Neural and Evolutionary Computing Using Spiking Neural Networks to Detect Radio Signals

SNNs show promise in filtering out noise in radio astronomy.

2025-03-26T18:23:48+00:00 ― 6 min read

Neural and Evolutionary Computing Pushing the Limits of Neuromorphic Computing

Unleashing the future of brain-like computing with innovative chips and networks.

2025-03-09T11:48:45+00:00 ― 7 min read

Neural and Evolutionary Computing Revolutionizing Neural Networks: Memory Efficiency Unleashed

New techniques are boosting neural network training efficiency and memory management.

2025-03-02T01:39:27+00:00 ― 8 min read

Machine Learning Revolutionizing Speech Recognition with SpikeSCR

SpikeSCR combines efficiency and accuracy in speech command recognition using spiking neural networks.

2025-02-23T21:59:51+00:00 ― 7 min read

Signal Processing Bridging Biology and Technology with SNNs and LDPC Codes

Discover how spiking neural networks and LDPC codes enhance communication systems.

2025-02-11T16:42:10+00:00 ― 6 min read

Machine Learning Predicting Network Traffic with Nature's Wisdom

Innovative models inspired by biology reshape energy-efficient network traffic prediction.

2025-01-30T12:58:30+00:00 ― 5 min read

Machine Learning HPCNeuroNet: A Game Changer in Particle Physics Data Analysis

HPCNeuroNet improves particle physics data processing with advanced computing techniques.

2025-01-30T06:30:10+00:00 ― 5 min read

Machine Learning FedLEC: A New Approach to Label Skews in AI

FedLEC improves federated learning performance by addressing label skews effectively.

2025-01-29T06:28:48+00:00 ― 6 min read

Human-Computer Interaction Revolutionizing Communication: Brain-Computer Interfaces

Discover how BCIs are changing lives through innovative technology.

2025-01-17T12:48:09+00:00 ― 7 min read