Original Research
Published on 16 Nov 2022
Bayesian continual learning via spiking neural networks
Frontiers in Computational Neuroscience
doi 10.3389/fncom.2022.1037976
- 11,593 views
- 23 citations
31 articles related to "Continual Learning"
Articles
Perspective
Published on 24 Mar 2022
Is Class-Incremental Enough for Continual Learning?
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2022.829842
- 5,700 views
- 27 citations
Review
Published on 04 May 2023
A survey and perspective on neuromorphic continual learning systems
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2023.1149410
- 7,906 views
- 12 citations
Original Research
Published on 14 Aug 2023
Privacy-preserving continual learning methods for medical image classification: a comparative analysis
in Ophthalmology
Frontiers in Medicine
doi 10.3389/fmed.2023.1227515
- 6,638 views
- 19 citations
Original Research
Published on 15 Jun 2023
Oscillatory neural network learning for pattern recognition: an on-chip learning perspective and implementation
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2023.1196796
- 8,906 views
- 11 citations
Original Research
Published on 27 Jan 2026
Astrocyte-gated multi-timescale plasticity for online continual learning in deep spiking neural networks
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2025.1768235
- 2,106 views
- 1 citation
Original Research
Published on 29 Apr 2022
Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments
Frontiers in Neurorobotics
doi 10.3389/fnbot.2022.846219
- 19,960 views
- 45 citations
Original Research
Published on 15 Sep 2022
Detection of unknown strawberry diseases based on OpenMatch and two-head network for continual learning
in Sustainable and Intelligent Phytoprotection
Frontiers in Plant Science
doi 10.3389/fpls.2022.989086
- 4,643 views
- 11 citations
Original Research
Published on 13 Jan 2023
On-device synaptic memory consolidation using Fowler-Nordheim quantum-tunneling
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2022.1050585
- 5,703 views
- 4 citations
Methods
Published on 15 Nov 2022
Data-driven support to decision-making in molecular tumour boards for lymphoma: A design science approach
in Hematologic Malignancies
Frontiers in Oncology
doi 10.3389/fonc.2022.984021
- 7,858 views
- 11 citations
Brief Research Report
Published on 04 Feb 2022
Catastrophic Forgetting in Deep Graph Networks: A Graph Classification Benchmark
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2022.824655
- 4,608 views
- 9 citations
Original Research
Published on 09 Mar 2022
Mind Your Manners! A Dataset and a Continual Learning Approach for Assessing Social Appropriateness of Robot Actions
in Human-Robot Interaction
Frontiers in Robotics and AI
doi 10.3389/frobt.2022.669420
- 7,739 views
- 17 citations
Original Research
Published on 04 Jan 2024
Zero-exemplar deep continual learning for crop disease recognition: a study of total variation attention regularization in vision transformers
in Sustainable and Intelligent Phytoprotection
Frontiers in Plant Science
doi 10.3389/fpls.2023.1283055
- 3,505 views
- 6 citations
Review
Published on 19 Mar 2019
Science Embedded in Local Forest Landscape Management Improves Benefit Flows to Society
in People and Forests
Frontiers in Forests and Global Change
doi 10.3389/ffgc.2019.00003
- 7,177 views
- 29 citations
Original Research
Published on 23 May 2022
Continual Sequence Modeling With Predictive Coding
Frontiers in Neurorobotics
doi 10.3389/fnbot.2022.845955
- 4,176 views
- 7 citations
Original Research
Published on 22 Apr 2021
Intensified Job Demands and Cognitive Stress Symptoms: The Moderator Role of Individual Characteristics
in Organizational Psychology
Frontiers in Psychology
doi 10.3389/fpsyg.2021.607172
- 14,830 views
- 29 citations