Imperial College London Custom Computing Research Group

SpecPatConv3D-Network

An implementation of the neural network described in "Convolution Based Spectral Partitioning Architecture for Hyperspectral Image Classification"

dfe-snippets

MaxJ and C/C++ library and utilities for Maxeler Dataflow Engines

SVM

Incremental and Decremental SVM Training on FPGA

wiki

Custom Computing Group user wiki.

fastc

Framework for aspect-oriented compilation of dataflow designs.

RNN_HLS

An LSTM template and a few examples using Vivado HLS

smcgen

SMCGen: Generating Reconfigurable Design for Sequential Monte Carlo Applications

RubyML

Machine Learning applications implemented in RubyHDL

Transformer_Neural_Network_HLS

Fast Transformer using HLS

TuRF

CNN deployment framework with Transfer learning, layer Replacement and layer Fusion.

CNN-Based-Hyperspectral-Image-Classification

A TensorFlow implentation of fixed size kernel CNN

cnn-quantisation-tutorial

GNN-JEDInet-FPGA

An template for GNN-based JEDI-net using Vivado HLS

hydrogen

Dispatcher for elastic jobs on Dataflow Engines.

papaa14

Exercises and solutions for our practical sessions at the Croucher Summer School for Performance-aware programming with application accelerators, Hong Kong 2014

TRPO

Trust Region Policy Optimisation

TRPO-Robot-Control

TRPO-based robotic control on FPGA

elastic-dfe-lib

A library of elastic DFE implementations.

HGBO-DSE

mailboxer

A Rails gem to send messages inside a web application

MetaML

QPI

QPI