3 papers
q-bio.NC2026
A neural-astrocyte architecture implements a hybrid automaton for evidence accumulation
Giacomo Vedovati, Ilya E. Monosov, Thomas J. Papouin +1
Astrocytes are non-neuronal glial cells that are receiving widespread attention due to their emerging role in neural computation. In this paper, we propose and study dynamical mech…
cs.AI2026
A framework for single and multi-agent human-AI curiosity ecosystems
Ilya E. Monosov
This paper offers a framework for considering curiosity as an ecosystem. First, it suggests that a single agent's inquiry policy (how, when, and why an agent asks a question) depen…
cs.CV2026
Class Unlearning via Depth-Aware Removal of Forget-Specific Directions
Arman Hatami, Romina Aalishah, Ilya E. Monosov
Machine unlearning aims to remove targeted knowledge from a trained model without the cost of retraining from scratch. In class unlearning, however, reducing accuracy on forget cla…