benballintyn Goto Github PK

2048

algorithms_practice

Repository for standard data structures and algorithms in python. Made for practice.

bb_deeprl

Custom deep reinforcement learning library

behavior

Code, data, and figures for my stay-switch behavioral project

benballintyn.github.io

carlsim3

CARLsim is an efficient, easy-to-use, GPU-accelerated software framework for simulating large-scale spiking neural network (SNN) models with a high degree of biological detail.

carlsim4

CARLsim is an efficient, easy-to-use, GPU-accelerated software framework for simulating large-scale spiking neural network (SNN) models with a high degree of biological detail.

clustering_algorithms

Clustering algorithms implemented in MATLAB and/or Python

easysim

Simulator for spiking network simulations of exponential-LIF neurons that utilizes MATLAB's GPU Coder

foraging

garrity_lab

Code for synching video and temperature data for the Garrity lab

lever_task

Code used for analysis and modeling of mouse behavior during a foraging-like task

mac_ml_setup

scripts for setting up a good machine learning coding environment on Mac intel or Mac M1

models

Models and examples built with TensorFlow

poissonhmm

HMM for tracking hidden states from spike trains of many neurons (even with overlapping or multiple spikes per time bin).

quasar_strategy

Simple tabular Qlearning to determine optimal strategy in Quasar

rl_racer

Exploring deep learning techniques for robotic navigation using ROS and an implementation of racial-recognition in a ROS environment

stayswitch

stfp

Code for optimization of Gustatory-Piriform cortex model