activity
20222026
most citedFrequency propagation: Multi-mechanism learning in nonlinear physical networks

3 citations · 5 across the 7 of their papers we have counts for

collaborators

7 papers

cond-mat.dis-nn2026

Learning Associations in Reconfigurable Particle Packings via Local Cyclic Driving

Wenjing Guo, Vidyesh Rao Anisetti, Kairui Zhang +7

We investigate associative-memory behavior in a reconfigurable particle packing programmed by purely local cyclic driving. The system is a two-dimensional bidisperse Lennard--Jones…

cs.AI2026

EchoGuard: An Agentic Framework with Knowledge-Graph Memory for Detecting Manipulative Communication in Longitudinal Dialogue

Ratna Kandala, Niva Manchanda, Akshata Kishore Moharir +1

Manipulative communication, such as gaslighting, guilt-tripping, and emotional coercion, is often difficult for individuals to recognize. Existing agentic AI systems lack the struc…

cs.CL2025

Cross-Lingual Mental Health Ontologies for Indian Languages: Bridging Patient Expression and Clinical Understanding through Explainable AI and Human-in-the-Loop Validation

Ananth Kandala, Ratna Kandala, Akshata Kishore Moharir +2

Mental health communication in India is linguistically fragmented, culturally diverse, and often underrepresented in clinical NLP. Current health ontologies and mental health resou…

cond-mat.dis-nn2023★ 2 cited

Emergent learning in physical systems as feedback-based aging in a glassy landscape

Vidyesh Rao Anisetti, Ananth Kandala, J. M. Schwarz

By training linear physical networks to learn linear transformations, we discern how their physical properties evolve due to weight update rules. Our findings highlight a striking…

cond-mat.soft2023

A slime mold inspired local adaptive mechanism for flow networks

Vidyesh Rao Anisetti, Ananth Kandala, J. M. Schwarz

In the realm of biological flow networks, the ability to dynamically adjust to varying demands is paramount. Drawing inspiration from the remarkable adaptability of Physarum polyce…

cond-mat.dis-nn2022★ 3 cited

Frequency propagation: Multi-mechanism learning in nonlinear physical networks

Vidyesh Rao Anisetti, A. Kandala, B. Scellier +1

We introduce frequency propagation, a learning algorithm for nonlinear physical networks. In a resistive electrical circuit with variable resistors, an activation current is applie…

cond-mat.str-el2022

Dynamical Planckian scaling of charge response at a particle-hole-asymmetric quantum critical point with Kondo destruction

Ananth Kandala, Haoyu Hu, Qimiao Si +1

Metallic quantum criticality is a central theme in a variety of strongly correlated systems. Recent experiments have raised the fundamental question of how the charge response can…