An implementation of a BinaryConnect network for cifar10
☆11Nov 4, 2019Updated 6 years ago
Alternatives and similar repositories for binary_connect_cifar
Users that are interested in binary_connect_cifar are comparing it to the libraries listed below
Sorting:
- Generate an FPGA design for a TWN☆10Nov 4, 2019Updated 6 years ago
- Pruning methods for pytorch with an optimizer-like interface☆15Apr 14, 2020Updated 5 years ago
- ☆21Nov 18, 2022Updated 3 years ago
- Deep SNNs with various neural coding methods (rate, phase, burst, TTFS)☆12Feb 15, 2022Updated 4 years ago
- muSYCL, the SYCL musical!☆13Aug 25, 2024Updated last year
- Part of paper: Massively Parallel Combinational Binary Neural Networks for Edge Processing☆12Jun 27, 2019Updated 6 years ago
- Proximal Mean-field for Neural Network Quantization☆21Apr 9, 2020Updated 5 years ago
- RISC-V processor model☆11Nov 10, 2020Updated 5 years ago
- Provides Spatial with front-end support from popular machine learning frameworks☆34Sep 30, 2019Updated 6 years ago
- Open Source Compiler Framework using ONNX as Frontend and IR☆33Aug 17, 2022Updated 3 years ago
- Optimizing Deep Convolutional Neural Network with Ternarized Weights and High Accuracy☆16Jan 27, 2019Updated 7 years ago
- Classify modulation of signals☆16Jan 16, 2020Updated 6 years ago
- TBNv2: Convolutional Neural Network With Ternary Inputs and Binary Weights☆16Mar 4, 2020Updated 5 years ago
- A 8-/16-/32-/64-bit floating point number family☆16Feb 4, 2022Updated 4 years ago
- Successfully training approximations to full-rank matrices for efficiency in deep learning.☆17Jan 5, 2021Updated 5 years ago
- Pytorch implementation of our paper accepted by NeurIPS 2022 -- Learning Best Combination for Efficient N:M Sparsity☆22Jan 13, 2023Updated 3 years ago
- Chisel Project for Integrating RTL code into SDAccel☆17Jan 12, 2018Updated 8 years ago
- Generate versal system design from ONNX model. AI engine kernels. Sub-microsecond speeds for autoencoders.☆16Dec 29, 2024Updated last year
- Rapidly deploy Chisel and Vivado HLS accelerators on Xilinx PYNQ☆34Sep 19, 2018Updated 7 years ago
- Ternay-Weights-Network/Pytorch☆37May 2, 2018Updated 7 years ago
- Implementation of our ECCV '18 paper " Deep Expander Networks: Efficient Deep Networks from Graph Theory".☆42Jan 2, 2020Updated 6 years ago
- ☆17Oct 25, 2022Updated 3 years ago
- ☆16Oct 29, 2021Updated 4 years ago
- Code for L0-ARM: Network Sparsification via Stochastic Binary Optimization☆15Oct 25, 2019Updated 6 years ago
- ☆20Nov 21, 2017Updated 8 years ago
- This repository contains the code for our recent paper `Minimal Random Code Learning: Getting Bits Back from Compressed Model Parameters'☆22Oct 12, 2018Updated 7 years ago
- Heterogeneous Accelerated Computed Cluster (HACC) Resources Page☆22Oct 7, 2025Updated 4 months ago
- Ternary Weights and Activations☆25Jul 23, 2018Updated 7 years ago
- Implementation for the paper "Latent Weights Do Not Exist: Rethinking Binarized Neural Network Optimization"☆76Dec 8, 2019Updated 6 years ago
- PolyLUT is the first quantized neural network training methodology that maps a neuron to a LUT while using multivariate polynomial functi…☆56Feb 9, 2024Updated 2 years ago
- Some design patterns implements in C++.☆10Aug 14, 2024Updated last year
- ☆23Oct 7, 2021Updated 4 years ago
- ☆19Sep 11, 2017Updated 8 years ago
- Official PyTorch Implementation of "Learning Architectures for Binary Networks" (ECCV2020)☆26Nov 15, 2020Updated 5 years ago
- ☆26Jul 6, 2018Updated 7 years ago
- Chisel wrapper and accelerators for Columbia's Embedded Scalable Platform (ESP)☆24Feb 1, 2020Updated 6 years ago
- How Do Adam and Training Strategies Help BNNs Optimization? In ICML 2021.☆61Jun 23, 2021Updated 4 years ago
- 🧠 Benchmark facility to train networks on different datasets for PyTorch/Brevitas☆27Jan 27, 2023Updated 3 years ago
- Graph Transforms to Quantize and Retrain Deep Neural Nets in TensorFlow☆170Dec 9, 2019Updated 6 years ago