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cs.NE2024
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…
cs.CL2024
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…
eess.AS2024
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…