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Name: Erik
Type: User
Company: Research Fellow @ CMU
Bio: Neuroscientist, mostly.
Location: Los Angeles
Blog: www.robotpuggle.com
Erik's Projects
a_toys
ANNs by autograd
accumulate
Compare decision making theories baed on information accumulation across every possible 2 choice trial (of length L).
alittleprogress
Make a little progress (bar). In python.
ampsocialdemo
Demo code for the social scientific programming track of Amplify Neuroscience 2015
annclass
The beginnings of a toy deep learning implementation.
artificialgrammar
Create and analyze artificial grammars
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
bayesvote
A simple democratic way to decode classes using bayes rule.
bigstats
A module for calculating statistics, incrementally.
bike2books
Tools to estimate the bike-a-bility of San Diego.
binder_emd
Empirical mode decomposition tutorial
boldr
A R package for plotting high dimensional fMRI data
boldsim
Experimental files for, "A Precise Problem with Model-Based fMRI".
buildabrainwave
Code for Erik Peterson's Nerd Nite talk, Feb 2018.
clouds_are_fun
Module and pip basics, for meteorologists.
computation-thru-dynamics
Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.
cv
Erik Peterson's CV.
danalysis
A very basic library for studying recurrence matrices.
dilemma-draft
Curiosity is a real good solution to the exploration-exploitation dilemma
dilemma-talk-irvine-2019
A talk about valuing information and reward equally.
dissertation
Erik Peterson's dissertation entitled, Rewards are categories?
draft-template
A latex template for drafting, and the arxiv.
ds
A python module for dynamical systems analysis. It's for learning not for real work.
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
explorations-book
Exploration explorables.
fakephys
Simulate fake electrophysiological features using dynamical systems.
fidl
A module for the conversion and manipulation of fidl files. Intended (mostly) for Wheeler Lab in-house use.
flyvec
A biologically inspired method to create sparse, binary word vectors
fmri
fMRI preprocessing, data, and analysis code for 'Rewards are categories?'
fmrilearn
Use fMRI data with sklearn.
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