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1. suitability-of-Forward-Forward-and-PEPITA-learning suitability-of-Forward-Forward-and-PEPITA-learning Public

   This repository contains the spreadsheet of the quantitative analysis performed for the paper "Suitability of Forward-Forward and PEPITA Learning to MLCommons-Tiny benchmarks".

   3 2

2. forward-learning-of-LLMs-to-consumer-devices forward-learning-of-LLMs-to-consumer-devices Public

   Repo for the paper "Forward Learning of Large Language Models by Consumer Devices". Includes code for BP, PEPITA, and MEMPEPITA algorithms on Transformer models, and analyses for memory, complexity…

   Python 1

3. cuda-smith-waterman cuda-smith-waterman Public

   Repository containing the implementation in CUDA for the Smith-Waterman algorithm for the GPU101 PiA Course Project

   Cuda

4. riscv-tflite riscv-tflite Public

   This repo evaluates TensorFlow Lite for Microcontrollers (TFLite Micro) on RISC-V architectures, featuring cross-compilation and performance profiling with Spike and Gem5. It provides insights into…

   C++ 3 1

5. merge-sort-fpga merge-sort-fpga Public

   Repository containing the design of an IP block for Merge Sort acceleration on FPGA for the FPGA101 PiA Course Project

   VHDL 1

6. DeepBeliefNetwork DeepBeliefNetwork Public

   C++ implementation of the Deep Belief Network for classifying MNIST digits discussed in G. Hinton paper "A fast learning algorithm for deep belief nets".

   C++