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astlinespec

Atomic Line Spectral Estimation Toolbox

caiman

Computational toolbox for large scale Calcium Imaging Analysis, including movie handling, motion correction, source extraction, spike deconvolution and result visualization.

chamaeleo

BGI DNA Storage Kit

comparchlabs

deep-comm

deepsense-spectrum-sensing-forked

Dataset for the paper D. Uvaydov, S. D’Oro, F. Restuccia and T. Melodia, "DeepSense: Fast Wideband Spectrum Sensing Through Real-Time In-the-Loop Deep Learning," IEEE INFOCOM 2021 - IEEE Conference on Computer Communications, 2021, pp. 1-10, doi: 10.1109/INFOCOM42981.2021.9488764.

deepsimulator

The first deep learning based Nanopore simulator which can simulate the process of Nanopore sequencing.

dnastoralator

dnn_detection_via_keras

This is the simplest implementation of Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems using keras.

lfads-cd

Implementation of latent factor analysis via dynamical systems (LFADS) model with coordinated dropout (CD) and sample validation (SV)

manim

Animation engine for explanatory math videos

nanopore_dna_storage

DNA storage for nanopore sequencing using convolutional coding and basecaller-decoder integration

oasis

Deconvolution of calcium imaging data

sbtt-demo

A toy example demonstrating selective backpropagation through time (SBTT).

spectrum-sensing-forked

Spectrum sensing in cognitive radios leveraging machine learning models

stn

stn.keras

Implementation of spatial transformer networks (STNs) in keras 2 with tensorflow as backend.

stn_nnfl

Spatial Transformer Network

stn_svhn

stn implementation on the svhn datset

svm-spectrum-sensing