pengzhouzp Goto Github PK

aihwkit

IBM Analog Hardware Acceleration Kit

bindsnet

Simulation of spiking neural networks (SNNs) using PyTorch.

brian2

Brian is a free, open source simulator for spiking neural networks.

brilliant

Board Support Package for the Brilliant (NeuroMem neural network of 2403 neurons)

chatrwkv

ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.

mcunet

[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning

mem-if

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

nengo

A Python library for creating and simulating large-scale brain models

nengo-dl

Deep learning integration for Nengo

odin

ODIN online-learning digital spiking neural network (SNN) processor - HDL source code and documentation.

onnc

Open Neural Network Compiler

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

pengzhouzp

Config files for my GitHub profile.

pengzhouzp.github.io

academic webpage

personality-detection

rockpool

A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorphic hardware.

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.

small_animal

Automated Detection of Bregma and Lambda Locations in Rodent Skull Anatomy Images

snntorch

Deep learning with spiking neural networks in Python

tinyengine

[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory

tonic

event data sets and transformations

vlsi_memristor_compact_model

Physical memristor/RRAM/resistive switching device SPICE compact model, that is able to accurately fit both unipolar/bipolar devices settling to its current-voltage relationship.

wrapped_snn_network