Neuroscience

Special seminar on neuro AI, visual neuroscience, interpretability and generative models

Feb 18, 2025

Factorized Convolutional Model for Interpreting Neuron Guided Image Synthesis

Oct 8, 2024

Participation in KITP Deep Learning program focusing on physics and neuroscience perspectives

Nov 26, 2023

Dynamic Alignment of Neural Tuning to Generative Image Manifolds

Nov 10, 2023

Course on biological and artificial intelligence. With tutorials covering self-supervised learning, NLP, and Transformers.

May 1, 2023

MTurk MTurk is a online way to recruit subjects and perform tasks, widely used in psychology and machine learning to collect human perception and behavior data. Some terminology: HIT: Basically the task Requester: the experimenter Worker: the subjects An work through of a task (Image classification)

Nov 21, 2020

Note on Neural Tuning and Information Given a stimuli with $D$ intrinsic dimensions, we consider how one neuron or a population of neurons is informative about this stimulus space. Specific Information (Mutual Information) Setup for specific information computation is easy given a certain response $r$ , compute the reduction of entropy of stimuli $\mathbb s$ .

Aug 24, 2020

Notes on Cortical Waves Methods

May 6, 2020

Essential coding and statistical methods course for first-year neuroscience graduate students

Jan 1, 2020

Notes on Visual Imagery Definition: Recreate the sensory world in mind in absense of physical stimuli. Usage in daily cognition Closely related to memory. We solve some cognitive task by recreating the visual scene in mind and examine the mind picture! Some tasks are memory about spatial some are feature memory! Usage in creative work Provides another way of thinking, other than verbal and logical induction. Intuition Characteristics of Imagery Is the representation spatial or propositional?

Nov 5, 2019