2 papers
q-bio.NC2025
Bridging Critical Gaps in Convergent Learning: How Representational Alignment Evolves Across Layers, Training, and Distribution Shifts
Chaitanya Kapoor, Sudhanshu Srivastava, Meenakshi Khosla
Understanding convergent learning -- the degree to which independently trained neural systems -- whether multiple artificial networks or brains and models -- arrive at similar inte…
q-bio.NC2025
Evaluating Representational Similarity Measures from the Lens of Functional Correspondence
Yiqing Bo, Ansh Soni, Sudhanshu Srivastava +1
Neuroscience and artificial intelligence (AI) both face the challenge of interpreting high-dimensional neural data, where the comparative analysis of such data is crucial for revea…