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build_models

Implementation of various models

course-content

Summer course content for Neuromatch Academy

coursework

Checklist of videos and exercises that you can follow if you want to get a good baseline for Data Structures and Algorithms.

cvrl

implementation of research paper spatiotemporal contrastive representation learning

greedy_infomax

Code for the paper: Putting An End to End-to-End: Gradient-Isolated Learning of Representations

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

qcnn

qcnn_pytorch

An implementation of a QCNN circuit for multiclass classification. from https://doi.org/10.3389/fphy.2022.1069985 using PennyLane. The circuit is intended to perform multiclass classification on 4 classes of the Fashion MNIST data set.

reliable_decisionmaking

NMA Project : Scientific Question - How reliably does neural activity predict behavioural choices in a sensory decision-making task?

spiking-deepnetworks_1

Implementation and experimentation of paper - Fast Classifying, High Accuracy Spiking Deep network - Weight and Threshold Balancing