Curated content for DNN approximation, acceleration ... with a focus on hardware accelerator and deployment
☆29May 15, 2024Updated last year
Alternatives and similar repositories for awesome-approximate-dnn
Users that are interested in awesome-approximate-dnn are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Approximate layers - TensorFlow extension☆27Apr 14, 2025Updated last year
- Here are some implementations of basic hardware units in RTL language (verilog for now), which can be used for area/power evaluation and …☆14Aug 25, 2023Updated 2 years ago
- ☆20Feb 12, 2025Updated last year
- ☆18Oct 3, 2024Updated last year
- ☆12Jul 24, 2018Updated 7 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Code and Results for Master Thesis Project on Fixed-point Quantization of Convolutional Neural Networks for Quantized Inference on Embedd…☆12Feb 7, 2021Updated 5 years ago
- LoAS: Fully Temporal-Parallel Dataflow for Dual-Sparse Spiking Neural Networks, MICRO 2024.☆17Mar 19, 2025Updated last year
- ☆11Oct 10, 2019Updated 6 years ago
- ☆19Mar 26, 2026Updated 3 weeks ago
- mumax3 with sot(spin orbit torque)☆11Mar 3, 2023Updated 3 years ago
- asynchronous FIFO that support Non-symmetric aspect ratios(different read and write data widths), First-Word Fall-Through and data counte…☆26Oct 15, 2023Updated 2 years ago
- Taiwei-3D-Flow☆43Apr 9, 2026Updated last week
- Fast Emulation of Approximate DNN Accelerators in PyTorch☆29Feb 23, 2024Updated 2 years ago
- FPGA implement of 8x8 weight stationary systolic array DNN accelerator☆17Feb 27, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆27Aug 2, 2021Updated 4 years ago
- GoldenEye is a functional simulator with fault injection capabilities for common and emerging numerical formats, implemented for the PyTo…☆27Oct 22, 2024Updated last year
- ☆16Oct 30, 2022Updated 3 years ago
- Fully Hardware-Based Stochastic Neural Network☆22Jan 23, 2025Updated last year
- Python library to analyse OOMMF and MuMax3 data files☆13Feb 11, 2026Updated 2 months ago
- ALSRAC: Approximate Logic Synthesis by Resubstitution with Approximate Care Set☆21Dec 23, 2024Updated last year
- Vivado HLS study notes, courses, documents.☆12Dec 7, 2019Updated 6 years ago
- PyTorch Static Quantization Example☆41Apr 29, 2021Updated 4 years ago
- Generator of arithmetic circuits (multipliers, adders) and approximate circuits☆41Aug 15, 2025Updated 8 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Boolean Hypervectors with various operators for experiments in hyperdimensional computing (HDC).☆31Mar 5, 2026Updated last month
- Benchmarks for High-Level Synthesis☆10Mar 17, 2023Updated 3 years ago
- ☆12Feb 23, 2022Updated 4 years ago
- PyTorch implementation of the estimator proposed in the paper "Estimating Differential Entropy under Gaussian Convolutions"☆13Oct 22, 2020Updated 5 years ago
- Fundamental tutorials for VE280☆19May 10, 2021Updated 4 years ago
- A Reconfigurable Accelerator with Data Reordering Support for Low-Cost On-Chip Dataflow Switching☆80Mar 20, 2026Updated 3 weeks ago
- Lab code for three-day lecture, "Designing CNN Accelerators using Bluespec System Verilog", given at SNU in December 2017☆31Sep 22, 2018Updated 7 years ago
- [IPSN 2024] Lifelong Intelligence Beyond the Edge using Hyperdimensional Computing☆13May 16, 2024Updated last year
- An Open Workflow to Build Custom SoCs and run Deep Models at the Edge☆111Mar 26, 2026Updated 3 weeks ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- A Out-of-box PyTorch Scaffold for Neural Network Quantization-Aware-Training (QAT) Research. Website: https://github.com/zhutmost/neuralz…☆25Dec 20, 2022Updated 3 years ago
- An automated HDC platform☆11Mar 16, 2026Updated last month
- (ESWA-2025) Non-Euclidean Spectral-Spatial Feature Mining Network with Gated GCN-CNN for Hyperspectral Image Classification☆15Feb 13, 2025Updated last year
- μNAS is a neural architecture search (NAS) system that designs small-yet-powerful microcontroller-compatible neural networks.☆83Jan 26, 2021Updated 5 years ago
- Live demo of hls4ml on embedded platforms such as the Pynq-Z2☆13Aug 23, 2024Updated last year
- The official implementation of HPCA 2025 paper, Prosperity: Accelerating Spiking Neural Networks via Product Sparsity☆38Aug 9, 2025Updated 8 months ago
- Based on the mHC architecture proposed by deepseek, the residual links of the existing iTransformer are replaced and updated to obtain a …☆30Mar 18, 2026Updated last month