Synaptic plasticity, such as long-term potentiation (LTP) and long-term depression (LTD), must be tightly regulated to prevent saturation, which would impair learning. Metaplasticity mechanisms have ...

FLAML is a lightweight Python library for efficient automation of machine learning and AI operations. It automates workflow based on large language models, machine learning models, etc. and optimizes ...

Benefiting from large-scale pre-trained text-to-image (T2I) generative models, impressive progress has been achieved in customized image generation, which aims to generate user-specified concepts.

Abstract: Bayesian optimization (BO) has recently emerged as a powerful and flexible tool for hyper-parameter tuning and more generally for the efficient global optimization of expensive black box ...

Abstract: Generic matrix matrix multiplication (GEMM) on graphics processors (GPU) has long been the target of both tuning to find a fastest kernel for a GPU and hand-written assembly to achieve ...

a Department of Neurology, University Hospital Rotterdam, dr Molewaterplein 40, 3015 GD, Rotterdam, The Netherlands, b Department of Statistics, Daniel den Hoed Cancer Centre, University Hospital ...