Latest Articles for Spiking Neural Networks

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