2 papers
math.PR2026
Spiking Neural Networks with Elephant Reinforcement
Fernando A. Najman, Ioannis Papageorgiou, Sabricia K. Cauanny A. da Silveirau +1
We introduce a finite stochastic spiking-neuron network with Elephant-type memory, in which past firing activity modifies future excitability through a reinforcement-dependent thre…
cs.LG2025
CABS: Conflict-Aware and Balanced Sparsification for Enhancing Model Merging
Zongzhen Yang, Binhang Qi, Hailong Sun +3
Model merging based on task vectors, i.e., the parameter differences between fine-tuned models and a shared base model, provides an efficient way to integrate multiple task-specifi…