most citedToward a Physics of Deep Learning and Brains

1 citations · 1 across the 2 of their papers we have counts for

collaborators

5 papers

quant-ph2025

Algebraic Fusion in a (2+1)-dimensional Lattice Model with Generalized Symmetries

Chinmay Giridhar, Philipp Vojta, Zohar Nussinov +2

The notion of quantum symmetry has recently been extended to include reduced-dimensional transformations and algebraic structures beyond groups. Such generalized symmetries lead to…

cond-mat.str-el2025

Integrable Model of a Superconductor with non-Fermi liquid and Mott Phases

Santhosh M, Jorge Dukelsky, Gerardo Ortiz

We present and analyze an exactly solvable interacting fermionic pairing model, which features interactions that entangle states at momenta and . These in…

cond-mat.dis-nn20251 cited

Toward a Physics of Deep Learning and Brains

Arsham Ghavasieh, Meritxell Vila-Minana, Akanksha Khurd +3

Deep neural networks and brains both learn and share superficial similarities: processing nodes are likened to neurons and adjustable weights are likened to modifiable synapses. Bu…

cond-mat.stat-mech2025

Emergence of a Boundary-Sensitive Phase in Hyperbolic Ising Models

Xingzhi Wang, Zohar Nussinov, Gerardo Ortiz

Physical systems defined on hyperbolic lattices may exhibit phases of matter that only emerge due to negative curvature. We focus on the case of the Ising model under open boundary…

cond-mat.dis-nn2025

The Physics of Local Optimization in Complex Disordered Systems

Mutian Shen, Gerardo Ortiz, Zhiqiao Dong +2

Limited resources motivate decomposing large-scale problems into smaller,``local" subsystems and stitching together the so-found solutions. We explore the physics underlying this a…