Name: Wisam Reid
Type: User
Bio: (1) PhD Candidate, Harvard Medical School (2023), SHBT
(2) MA, Stanford University (2017), Music, Science, & Technology
(3) BS, UC Berkeley (2014), EECS
Location: Harvard/MIT
Blog: http://wisamreid.com
Wisam Reid's Projects
Statistical functions based on bootstrapping for computing confidence intervals and p-values comparing machine learning models and human readers
Lab internal ML teaching tutorials for Google Colab
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
Cluttered MNIST Dataset
motion correction
This folder contains all the material to be used in the FLUX 2021 Model-free and Model-based computational workshop
Models and examples built with TensorFlow
AI Toolkit for Healthcare Imaging
R-package providing a toolset for (3D-based) Geometric Morphometrics
code to run 2 armed bandit type mouse behavior where the mouse decides to poke in left or right port for reward
Decoding images from calcium recordings using data from stringer et al. 2018.
Simple task training a head-fixed mouse to run on a wheel
modeling mouse behavior in a multi-armed bandit task as a Bayesian bandit
napari: a fast, interactive, multi-dimensional image viewer for python
NeuroAnatomy Toolbox: An R package for the (3D) visualisation and analysis of biological image data, especially tracings of single neurons.
A system for assigning and grading notebooks
A Python package to facilitate the development, parallel simulation, optimization and analysis of multiscale biological neuronal networks in NEURON.
Tools for computing interactive "cleaves" of agglomerated neuron fragments from a DVID server.
Code published with the paper J. Mölter, L. Avitan, and G. J. Goodhill. "Detecting neural assemblies in calcium imaging data". BMC Biology 16:143 (2018) doi: 10.1186/s12915-018-0606-4.
This repository contains notebook implementations of the following Neural Process variants: Conditional Neural Processes (CNPs), Neural Processes (NPs), Attentive Neural Processes (ANPs).
Detection of synapses on apposing neurites (Williams lab)
Neuro-Astrocyte Network
Implementation of 'Dendritic error backpropagation in deep cortical microcircuits', Sacramento, Senn 2017 in Python.
Examples of neural analysis on real and simulated data
neuroConstruct: biophysically detailed neuronal modelling in 3D