4 papers
A Theory of Synaptic Neural Balance: From Local to Global Order
Pierre Baldi, Antonios Alexos, Ian Domingo +1
We develop a general theory of synaptic neural balance and how it can emerge or be enforced in neural networks. For a given regularizer, a neuron is said to be in balance if the to…
Neural Erosion: Emulating Controlled Neurodegeneration and Aging in AI Systems
Antonios Alexos, Yu-Dai Tsai, Ian Domingo +2
Creating controlled methods to simulate neurodegeneration in artificial intelligence (AI) is crucial for applications that emulate brain function decline and cognitive disorders. W…
AttentionStitch: How Attention Solves the Speech Editing Problem
Antonios Alexos, Pierre Baldi
The generation of natural and high-quality speech from text is a challenging problem in the field of natural language processing. In addition to speech generation, speech editing i…
Machine Learning-Enhanced Prediction of Surface Smoothness for Inertial Confinement Fusion Target Polishing Using Limited Data
Antonios Alexos, Junze Liu, Akash Tiwari +5
In Inertial Confinement Fusion (ICF) process, roughly a 2mm spherical shell made of high density carbon is used as target for laser beams, which compress and heat it to energy leve…