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brevitas

Brevitas: quantization-aware training in PyTorch

esscirc23-os-neuromorphic-tutorial

Notebooks for Hardware-Aware Training of Spiking Neural Networks. Open-Source Neuromorphic Circuit Design Tutorial at ESSCIRC 2023.

evals

Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

gpu_programming_intro

icons23-tutorial

invicta-spring-school

Notebooks and code for Spiking Neural Network Hands-on session at the INVICTA Spring School 2024, Porto, Portugal.

iscas-23-neuromorphic-tutorial

Notebooks for the 2023 Tutorial: "How to Build Open Source Neuromorphic Hardware and Algorithms"

mem-if

gradient descent using a memristive integrate-and-fire neuron model

memristec-summer-school

Notebooks for Memristec Summer School (Dresden, Germany)

memtorch

A Simulation Framework for Memristive Deep Learning Systems

meta

A community dedicated to supporting tools for technical and scientific communication and interactive computing

mr-ternary

mrradix

Convert pre-trained weights to radix-X weights

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

qsnns

Quantization-aware training with spiking neural networks

slayerpytorch

PyTorch implementation of SLAYER for training Spiking Neural Networks

snn-accelerator

snn-tha

Threshold annealing in binarized spiking neural networks

snntorch

Deep and online learning with spiking neural networks in Python

snntorch-feedstock

A conda-smithy repository for snntorch.

staged-recipes

A place to submit conda recipes before they become fully fledged conda-forge feedstocks

test-sky130

tonic

Publicly available event datasets and transforms.

tt05-hodgkin-huxley

A Silicon Hodgkin-Huxley Neuron on TinyTapeout

variationaware