Name: Tousif
Type: User
Company: Literal Labs + Newcastle Unversity
Bio: Research Associate in Machine Learning (ML).
Interested in: SoC Automation, Logic based ML, On-Chip training, Time Series Forecasting.
Location: Newcastle upon Tyne (UK)
Tousif 's Projects
A compiler from AI model to RTL (Verilog) accelerator in FPGA hardware with auto design space exploration.
Example: Micro speech for TensorFlow Lite
BanditPAM C++ implementation and Python package
Bi-Real Net: Enhancing the Performance of 1-bit CNNs With Improved Representational Capability and Advanced Training Algorithm. In ECCV 2018 and IJCV
Quantized Neural Networks (QNNs) on PYNQ
Want a faster ML processor? Do it yourself! -- A framework for playing with custom opcodes to accelerate TensorFlow Lite for Microcontrollers (TFLM). . . . . . Online tutorial: https://google.github.io/CFU-Playground/ For reference docs, see the link below.
Experiment in creating an ARM Cortex-M0 SoC using only open source tools. This was just moved here from https://bitbucket.org/vahidi/arm-foss/
Soft-microcontroller implementation of an ARM Cortex-M0
Modern C++ Cheatsheet
This is a Python implementation of NIST's A Statistical Test Suite for Random and Pseudorandom Number Generators for Cryptographic Applications
Simple RISC-V 3-stage Pipeline in Chisel
SoC design & prototyping
SPI RAM Emulation on Pico
TensorFlow wheels (whl) for aarch64 / ARMv8 / ARM64
Hardware-Software Co-Simulation Framework for Tsetlin Machines
A systolic array simulator for multi-cycle MACs and varying-byte words, with the paper accepted to HPCA 2022.
Verilog AXI stream components for FPGA implementation
Yosys Open SYnthesis Suite