pengzhouzp
Neuromorphic Computing / Spiking Neural Network / Large Language Model / Memristor. email: zp.pengzhou@gmail.com
University of California, Santa Cruz
Pinned Repositories
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.
edge
On-device intelligence.
personality-detection
SMALL_ANIMAL
Automated Detection of Bregma and Lambda Locations in Rodent Skull Anatomy Images
snntorch
Deep learning with spiking neural networks in Python
wrapped_snn_network
pengzhouzp's Repositories
pengzhouzp/snntorch
Deep learning with spiking neural networks in Python
pengzhouzp/wrapped_snn_network
pengzhouzp/ChatRWKV
ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.
pengzhouzp/personality-detection
pengzhouzp/SMALL_ANIMAL
Automated Detection of Bregma and Lambda Locations in Rodent Skull Anatomy Images
pengzhouzp/aihwkit
IBM Analog Hardware Acceleration Kit
pengzhouzp/bindsnet
Simulation of spiking neural networks (SNNs) using PyTorch.
pengzhouzp/brian2
Brian is a free, open source simulator for spiking neural networks.
pengzhouzp/Brilliant
Board Support Package for the Brilliant (NeuroMem neural network of 2403 neurons)
pengzhouzp/edge
On-device intelligence.
pengzhouzp/mcunet
[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning
pengzhouzp/flash-linear-attention
Efficient implementations of state-of-the-art linear attention models in Pytorch and Triton
pengzhouzp/mem-IF
gradient descent using a memristive integrate-and-fire neuron model
pengzhouzp/mlc-llm
Universal LLM Deployment Engine with ML Compilation
pengzhouzp/nengo
A Python library for creating and simulating large-scale brain models
pengzhouzp/nengo-dl
Deep learning integration for Nengo
pengzhouzp/ODIN
ODIN online-learning digital spiking neural network (SNN) processor - HDL source code and documentation.
pengzhouzp/onnc
Open Neural Network Compiler
pengzhouzp/openpose
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
pengzhouzp/pengzhouzp
Config files for my GitHub profile.
pengzhouzp/pengzhouzp.github.io
academic webpage
pengzhouzp/rockpool
A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorphic hardware.
pengzhouzp/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.
pengzhouzp/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
pengzhouzp/tonic
event data sets and transformations
pengzhouzp/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.