ferdavid1/switching-nn

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Created over 3 years ago
Updated over 3 years ago

ferdavid1/switching-nn

ferdavid1

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Pytorch implementation of stable and switching neuronal model introduced in Rotational Dynamics Reduce Interference Between Sensory and Memory Representations by Alexandra Libby and Timothy J. Buschman

ArduPi-ECG

Full HRV analysis of Arduino pulse sensor, using Python signal processing and time series techniques. Chaotic, Fourier, Wavelet, Regression, Neural Net.

Syntheremin

Code for Arduino 6-voice wavetable synth with ultrasonic sensor theremin module

AIMV

AI model that generates a Music Video from a .wav file, using Instrument Classification, Speech Transcription, and Video Generation.

KeyDrum

Drum Machine with sample input and multiple sample banks, made from mechanical keyboard switches, with a Raspberry Pi brain

ShoegazeBot

Markov-chain generated lyrics from a lyric bank of ~50,000 words from shoegaze band lyrics

PiPose--under-dev

Use Raspberry Pi camera and OpenPose library to track pose in real-time

Modelrithm

Python Framework/Library that chooses the best ML algorithm for your training and testing data. Made for UC Santa Barbara Hacks - Winner: Lockheed-Martin Aerospace Prize

DataInterviewPrep

Personal resources in preparation for the professional data science interview.

MidiSynth

Mozzi-framework 1-octave synth and midi keyboard. Made from a miniature toy keyboard and powered by Arduino

LinkOCR

Recognizing link URLs from images and returning site data - for a more physically inclusive web experience. CRNNs with PyTorch

LeapFunction

LeapMotion-based signal generator that synthesizes the sound from an interactive waveform being manipulated by user fingers.

TonnetzTopology

Exploring visualization of chord progressions through topology, networks, set and metric space theory, and music theory

RadioLoop

Raspberry Pi Zero - based audio slicer / sampler / looper with pitch and time modulation. Intended for use with a small portable FM radio

AlbumArtGAN

Generating a unique piece of album art for my next music project, using a Deep Convolutional Generative Adversarial Network trained on a couple thousand of my favorite records' art.

Ziv--under-dev

Computer game that visualizes musical components and lyrics of user-chosen song. Unreal Engine 3, Tensorflow, OpenCV, Python

BrainPan

Panning speech and melody components of audio to the ear with the relevant ear advantage according to neuroscience of audition

Listen2Chess

Program that maps moves in a chess game to a musical composition, from the point of view of either player.

DataScienceSite

website for the UC Davis Data Science club -

StatMechCourse

code written for Statistical Mechanics: Algorithms and Computations course by Coursera

DavisStolenBikeBot

scrape Craiglist and get text message alerts for posts that match description of your bike

EEG_Learning

My foray into learning brain modeling in Python

Jupyter Notebook

DeepComponents

Image Classification by Connected Component-based Neural Nets

MuNet

"Listening" to a neural network and making music by mapping neural net weights to frequencies, and dynamically modulating the period of those sounds with an ultrasonic sensor.

Tequila-Mockingbird

Program that can 'listen' to any short melody, learn and reproduce it in the tonal range of a specific bird species. Run on Raspberry Pi 3 with Google Cloud Voice speech recognition

ChartTopper

Project for UCD Physics 250 (Econophysics) - Predicts whether a group of songs on the Billboard Top 100 list will stay on the list the next week.

SegmentFX

Python-based GUI program for timeline-based video editing with AI object tracking / masking and Audio-syncable Effects.