As a Researcher
Activities
New
Interactive site · Paper companion
Neural Noise Enables Accurate Internal Simulation of Rare Events
Play with the model in your browser: turn the noise knob, watch the rare events come out right. Also in Chinese and Japanese.
Poster · NEURO2026
Noise-Driven Internal Simulation Facilitates Learning of Low-Probability Events in Predictive Neural Networks
Poster 3P-465 at Japan's biggest neuroscience meeting. Try the model yourself on the companion site.
Poster · IRCN–NTU Joint Symposium
Noise-Enhanced Replay Facilitates Learning of Rare Event and Temporal Correlations in Brain-like Neural Network
An early version of the noise-and-rare-events story, shown on the IRCN trip to NTU.
Talk & Poster · IRCN Retreat
Bio-inspired Hybrid Predictive Model for Robust Visual Scene Understanding
Talk and poster at the annual retreat: a reservoir plus Hebbian prototypes for robust vision.
Poster · Photonic Computing Symposium
Spatial Relativity: Robust AI for Approximate Computing
Poster with the Vargas lab on self-organizing dynamics for photonic reservoirs.
Talk · AICCC 2022
Understanding SyncMap's Dynamics and Its Self-organization Properties: A Space-time Analysis
My first conference talk, on how SyncMap organizes itself over space and time. Certificate included.
