bitstreams

FFTFPGA is an OpenCL based library for Fast Fourier Transformations for FPGAs. This repository provides OpenCL host code in the form of FFTW like APIs as well as OpenCL kernel designs that can be synthesized to bitstreams.

Bit manipulation, readers and writers for kotlinx.io.

Real-time bitstream malware detection using an ML model. Includes feature extraction, Trojan detection, family classification, and embedded inference on PYNQ-supported FPGA boards.

This project utilizes a Verilog Register Transfer Level hardware implementation to convert compressed bitstream data to its original uncompressed 320x240 pixel image. This project involves interfacing with various controllers (eg. VGA, UART), developing a state table to establish Finite State Machines to load data, perform matrix multiplication,…

Reusable FPGA streaming preprocessing accelerator for byte-level statistical analysis, including histogram generation, entropy, variance, and byte-transition analysis. Integrates with AXI DMA to overlap analytics with data movement, with implementations for PYNQ-Z1, ZCU104, and Alveo U55C.

Real-time bitstream malware detection using an ML + DL model trained on SOTA benchmarks, sourced via Trust-Hub. Includes feature extraction, Trojan detection, family classification, and embedded inference on PYNQ-supported FPGA boards.