Title: Neural Spectral Capacity: Measuring and Designing Architectures from Network Specification Alone
Source: http://arxiv.org/abs/2609.23087v1Summary:
This paper introduces a novel theoretical framework, Neural Spectral Capacity, for understanding and designing neural network architectures from their specifications. This advancement offers a foundational method to develop more principled and efficient architectural primitives for GenAI models, representing a significant breakthrough in their core design.
