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Why some brains learn faster, and how to copy the advantage

Some people seem to pick up new skills the way a sponge soaks up water, while others grind through repetition with only ...

Targeting aberrant learning may improve Parkinson's treatment

Northwestern Medicine scientists have discovered that targeting neuronal signaling controlling aberrant learning in the ...
IEEE

Spike-Timing Dependent Learning Dynamics in Silicon-Doped Hafnium-Oxide-Based Ferroelectric Field Effect Transistors

Abstract: Brain-inspired computing, with its potential for energy-efficient spatio-temporal data processing, has spurred significant interest in spiking neural networks and their hardware ...
Frontiers

Neural Network Dynamics: Unraveling Spiking and Synaptic Plasticity in Learning and Memory

Neuroscience continually strives to unravel the intricate relationship between neural network morphology, spiking dynamics, and their resulting functional ...
IEEE

Achieving a Better Stability-Plasticity Trade-off via Auxiliary Networks in Continual Learning

Abstract: In contrast to the natural capabilities of humans to learn new tasks in a sequential fashion, neural networks are known to suffer from catastrophic forgetting, where the model's performances ...