tousifrahman
Research Associate in Machine Learning (ML). Interested in: SoC Automation, Logic based ML, On-Chip training, Time Series Forecasting.
Literal Labs + Newcastle UnversityNewcastle upon Tyne (UK)
Pinned Repositories
Tsetlin_Machine_XOR_demo
MILEAGE
TM-CoSim
Hardware-Software Co-Simulation Framework for Tsetlin Machines
AccDNN
A compiler from AI model to RTL (Verilog) accelerator in FPGA hardware with auto design space exploration.
AVH-TFLmicrospeech
Example: Micro speech for TensorFlow Lite
BanditPAM
BanditPAM C++ implementation and Python package
Bi-Real-net
Bi-Real Net: Enhancing the Performance of 1-bit CNNs With Improved Representational Capability and Advanced Training Algorithm. In ECCV 2018 and IJCV
BNN-PYNQ
Quantized Neural Networks (QNNs) on PYNQ
CFU-Playground
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.
cortex-M0
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/
tousifrahman's Repositories
tousifrahman/TM-CoSim
Hardware-Software Co-Simulation Framework for Tsetlin Machines
tousifrahman/BanditPAM
BanditPAM C++ implementation and Python package
tousifrahman/logicnets
tousifrahman/CFU-Playground
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.
tousifrahman/riscv-mini
Simple RISC-V 3-stage Pipeline in Chisel
tousifrahman/spi-ram-emu
SPI RAM Emulation on Pico
tousifrahman/BNN-PYNQ
Quantized Neural Networks (QNNs) on PYNQ
tousifrahman/AVH-TFLmicrospeech
Example: Micro speech for TensorFlow Lite
tousifrahman/riscv-chisel-book
tousifrahman/verilog-axis-tools
Verilog AXI stream components for FPGA implementation
tousifrahman/yosys
Yosys Open SYnthesis Suite
tousifrahman/redress
tousifrahman/MILEAGE
tousifrahman/SoC-design-and-prototyping-Research-Enablement-Kit
SoC design & prototyping
tousifrahman/randomness_testsuite
This is a Python implementation of NIST's A Statistical Test Suite for Random and Pseudorandom Number Generators for Cryptographic Applications
tousifrahman/cortex-M0
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/
tousifrahman/TsetlinMachineViewer
tousifrahman/tensorflow-aarch64
TensorFlow wheels (whl) for aarch64 / ARMv8 / ARM64
tousifrahman/uSystolic-Sim
A systolic array simulator for multi-cycle MACs and varying-byte words, with the paper accepted to HPCA 2022.
tousifrahman/Tsetlin_Machine_XOR_demo
tousifrahman/cpp-cheatsheet
Modern C++ Cheatsheet
tousifrahman/Bi-Real-net
Bi-Real Net: Enhancing the Performance of 1-bit CNNs With Improved Representational Capability and Advanced Training Algorithm. In ECCV 2018 and IJCV
tousifrahman/AccDNN
A compiler from AI model to RTL (Verilog) accelerator in FPGA hardware with auto design space exploration.
tousifrahman/cortex-m0-soft-microcontroller
Soft-microcontroller implementation of an ARM Cortex-M0
tousifrahman/hCODE
tousifrahman/IPCORE