Pinned Repositories
AI-Chip
A list of ICs and IPs for AI, Machine Learning and Deep Learning.
amc
[ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices
amc-models
[ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices
bindsnet
Simulation of spiking neural networks (SNNs) using PyTorch.
CubeRoot
DCT-IDCT_HW_Accelerator
DCT-IDCT Image Compression HW Accelerator
SNN4Agents
SNN4Agents: A Framework for Developing Energy-Efficient Embodied Spiking Neural Networks for Autonomous Agents
SpikeSim
spikingjelly
SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.
SquareRoot
Models of a square root computation from the paper "A Novel Fixed-Point Square Root Algorithm and Its Digital Hardware Design"
rachmadvwp's Repositories
rachmadvwp/SpikeSim
rachmadvwp/awesome-neuromorphic-hw
Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.
rachmadvwp/Brain-Cog
Brain-inspired Cognitive Intelligence Engine (BrainCog)
rachmadvwp/PIMSim
PIMSim is a Process-In-Memory Simulator with the compatibility of GEM5 full-system simulation.
rachmadvwp/SpikeTransformerV2
Offical implementation of "Spike-driven Transformer: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips" (ICLR2024)
rachmadvwp/akida_dw_edma
rachmadvwp/ASA-SNN
Offical implementation of "Inherent Redundancy in Spiking Neural Networks" (ICCV2023)
rachmadvwp/AttentionSNN
Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)
rachmadvwp/CHARM
CHARM: Composing Heterogeneous Accelerators on Versal ACAP Architecture
rachmadvwp/DenRAM
The official implementation of DenRAM paper
rachmadvwp/Depth-Anything
Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data
rachmadvwp/DRAM-Bender
DRAM Bender is the first open source DRAM testing infrastructure that can be used to easily and comprehensively test state-of-the-art DDR4 modules of different form factors. Five prototypes are available on different FPGA boards. Described in our preprint: https://arxiv.org/pdf/2211.05838.pdf
rachmadvwp/IsaacGymEnvs
Isaac Gym Reinforcement Learning Environments
rachmadvwp/jetson-inference
Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
rachmadvwp/List_SNN_Papers
A paper list of spiking neural networks, including papers, codes, and related websites.
rachmadvwp/litgpt
Pretrain, finetune, deploy 20+ LLMs on your own data. Uses state-of-the-art techniques: flash attention, FSDP, 4-bit, LoRA, and more.
rachmadvwp/Mosaic
The official JAX implementation of Mosaic paper
rachmadvwp/open-neuromorphic
List of open source neuromorphic projects: SNN training frameworks, DVS handling routines and so on.
rachmadvwp/rainbow-memory
Official pytorch implementation of Rainbow Memory (CVPR 2021)
rachmadvwp/SAD
End-to-End Autonomous Driving with Spiking Neural Networks
rachmadvwp/SEENN
Pytorch implementation of SEENN (Spiking Early Exit Neural Networks) (NeurIPS 2023)
rachmadvwp/SiEPIC-Tools
Package for KLayout to add integrated optics / silicon photonics functionality (waveguides, netlist extraction, circuit simulations, etc)
rachmadvwp/simphony
A simulator for photonic integrated circuits.
rachmadvwp/SiPANN
Artifical Neural Networks for use with Quantum Photonics
rachmadvwp/SparseSNN
Hardware and software implementation of Sparsely-active SNNs
rachmadvwp/SpikeTransformer
Offical implementation of "Spike-driven Transformer" (NeurIPS2023)
rachmadvwp/spikformer
ICLR 2023, Spikformer: When Spiking Neural Network Meets Transformer
rachmadvwp/SpikingBERT
This project contains code for the paper titled "SpikingBERT: Distilling BERT to Train Spiking Language Models Using Implicit Differentiation".
rachmadvwp/StocGateSNN
This is the repo for my paper "Enhancing the robustness of spiking neural networks with stochastic gating mechanisms"
rachmadvwp/TinyGPT-V
TinyGPT-V: Efficient Multimodal Large Language Model via Small Backbones