benballintyn

PoissonHMM

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

easySim

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

lever_task

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

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.

RL_Racer

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

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

Foraging

garrity_lab

Code for synching video and temperature data for the Garrity lab

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

quasar_strategy

Simple tabular Qlearning to determine optimal strategy in Quasar

stayswitch

stfp

Code for optimization of Gustatory-Piriform cortex model