DuttaAbhigyan's repositories
Memristor-Simulation-Using-Python
In this repository I have simulated Memristors using Python3 and also created GUI for easy use by researchers to visualise the functioning of a Memristor.
Adaptive-Dropout
In this repository I try to recreate the Adaptive Dropout algorithm for Neural Nets.
CNN-using-NumPy
In this repository I have tried to create vectorized implementations of CNN using NumPy.
Deep-Neural-Nets-with-TensorFlow
In this repository I have used TensorFlow to create various user defined Neural Networks like Fully Connected Neural Networks, Convolutional Neural Networks, Recurrent Neural Networks
DES64-using-Verilog
This is a DES implementation in Verilog for a single 64bit plain text block. The code is self explanatory and modularised.
Fully-Connected-Neural-Network
Implementation of a Fully Connected Neural Network using NumPy. The Neural Network will entirely be user defined limited to the specific activation functions and optimizers available.
Reinforcement-Learning-Problems
In this repository I try to solve small Reinforcement Learning problems using NumPy
Self-Organizing-Maps
In this repository I have used NumPy to create Kohonen Self Organizing Maps. It currently supports 2D maps only and distance function 'Euclidean'.
Echo-State-Networks
Implementation of Echo State Networks
n-bit-ALU-s-with-different-functionalities
In this repo I have tried to create n-bit ALU's with different functionalities depending upon the need and choices of the user. The user can easily copy and paste a pre-defined module into his program (depending whether he requires lightweight or heavyweight modules).
robust-adaptive-lqr
Implementation of robust adaptive control methods for the linear quadratic regulator
x85-Simple-Arithmetic-Programs
In this repo I have tried to create x85 programs which perform simple arithmetic operations