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MPCS: Neuroplastic Continual Learning via Multi-Component Plasticity and Topology-Aware EWC
Arxiv
0+阅读 · 5月4日
Bridging Brains and Machines: A Unified Frontier in Neuroscience, Artificial Intelligence, and Neuromorphic Systems
Arxiv
0+阅读 · 4月10日
Unsupervised Local Plasticity in a Multi-Frequency VisNet Hierarchy
Arxiv
0+阅读 · 4月22日
MPI Malleability Validation under Replayed Real-World HPC Conditions
Arxiv
0+阅读 · 4月29日
Curl Descent: Non-Gradient Learning Dynamics with Sign-Diverse Plasticity
Arxiv
0+阅读 · 4月28日
Prototype-Aligned Federated Soft-Prompts for Continual Web Personalization
Arxiv
0+阅读 · 3月29日
Spike-based alignment learning solves the weight transport problem
Arxiv
0+阅读 · 4月8日
Enhancing Efficiency and Performance in Deepfake Audio Detection through Neuron-level Dropin & Neuroplasticity Mechanisms
Arxiv
0+阅读 · 3月26日
Personality Requires Struggle: Three Regimes of the Baldwin Effect in Neuroevolved Chess Agents
Arxiv
0+阅读 · 4月4日
Non-Equilibrium Stochastic Dynamics as a Unified Framework for Insight and Repetitive Learning: A Kramers Escape Approach to Continual Learning
Arxiv
0+阅读 · 4月5日
A Test Taxonomy and Continuous Integration Ecosystem for Dynamic Resource Management in HPC
Arxiv
0+阅读 · 4月29日
NORACL: Neurogenesis for Oracle-free Resource-Adaptive Continual Learning
Arxiv
0+阅读 · 4月29日
DMRlib: Easy-coding and Efficient Resource Management for Job Malleability
Arxiv
0+阅读 · 4月29日
Hebbian Attractor Networks for Robot Locomotion
Arxiv
0+阅读 · 3月23日
Measuring the stability and plasticity of recommender systems
Arxiv
0+阅读 · 4月28日
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