ifgovh

leabra

Go implementation of Leabra algorithm for biologically-based models of cognition, based on emergent framework (with Python interface)

SE2-equivariant-grasp-learning

Code for the paper Sample Efficient Grasp Learning Using Equivariant Models

delitemwithatt

Remove attachment(s) when delete the item(s) or collection in Zotero and JurisM.

curobo

CUDA Accelerated Robot Library

SoftHebb

RWKV-LM

RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

jaxpruner

slicetca

Library to perform Slice Tensor Component Analysis (sliceTCA)

causalEntropicForces

Emergent unsupervised policy generation from thermodynamics

pytorch_forward_forward

Implementation of Hinton's forward-forward (FF) algorithm - an alternative to back-propagation

seqNMF

An algorithm for unsupervised discovery of sequential structure

fixed-point-finder

FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks

SpineS

Dendritic Spine Analysis Software

fracdiff

Compute fractional differentiation super-fast. Processes time-series to be stationary while preserving memory. cf. "Advances in Financial Machine Learning" by M. Prado.

mammoth

An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learning

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

eCD

Event-Driven CD in Spiking Neural Networks

FRCL

Functional Regularisation for Continual Learning with Gaussian Processes

spiking-neural-networks-mnist-classification

Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)

SBP

The biologically plausible self backpropagation on SNNs and ANNs

tonic

Publicly available event datasets and transforms.

The_Art_of_Gaussian_Processes

vision-transformers-cifar10

Let's train vision transformers (ViT) for cifar 10!

sioyek

Sioyek is a PDF viewer with a focus on textbooks and research papers

ImageNet-Datasets-Downloader

ImageNet dataset downloader. Creates a custom dataset by specifying the required number of classes and images in a class.

Pinsky-Rinzel-and-Wang-Buzsaki

Codes to generate a network of Pinsky-Rinzel and Wang-Buzsaki neurons

PRmodel

An implementation of the Pinsky-Rinzel model in Python

2-compartments_L5-PC_model

A Minimal Biophysical Model of Neocortical Pyramidal Cells: Implications for Frontal Cortex Microcircuitry and Field Potential Generation

NYU-DLSP21

NYU Deep Learning Spring 2021

PRML_learning

learning fomula