Sairam954
I am a Postdoctoral Research Associate at Brookhaven National Laboratory, I am engaged in cutting-edge research within the Systems, Architectures, and Emerging
Brookhaven National LabUpton, Newyork
Pinned Repositories
B_ONN_SIM
Binary Optical Neural Network Simulator
Diabetic-Retinopathy-Deep-Ensembles
LibraryWebApplication
This is the Book Library Web application which I developed using core Java and JSP servlets as part of my training task at EPAM India Pvt Ltd. The project was developed using several design patterns like Factory, Singleton, Command etc.
PIM_ACC_SIM
This is a simulator for evaluating the inference performance of In-DRAM CNN accelerators like DRISA, ATRIA, SCOPE, and LACC
QuantizationAwareTrainingPCM
This repo consists the Quantization aware training done with the help of Brevatis and modelling PCM drift
SC_ONN_SIM
This is a transaction-level, event-driven python-based simulator for evaluation of stochastic computing based optical neural network accelerators for various quantized Convolutional Neural Network models. This can generate metrics of an accelerator like latency, area, energy consumption and power
Silicon_Photonics_Process_Variation_Modeling
This repository contains the notebook with scripts to model process variation in Microring Resonator design parameters
SystemLevelSimulation
This repo contains code snippets for processing results of various simulators like Cacti, NVmain, Noxim, Dsent and NVsim
UnarySim
This is a general-purpose simulator for unary computing based on PyTorch, with the paper accepted to ISCA 2020 and awarded IEEE Micro Top Pick for 2020.
Sairam954's Repositories
Sairam954/ai-practice
AI practices
Sairam954/LibraryWebApplication
This is the Book Library Web application which I developed using core Java and JSP servlets as part of my training task at EPAM India Pvt Ltd. The project was developed using several design patterns like Factory, Singleton, Command etc.
Sairam954/datasharing
The Leek group guide to data sharing
Sairam954/Deep_Learning_With_Math_Course
This contains the Jupyter notebooks I have submitted as part of the course. The course had assignments to construct on CNN,RNN etc for well know DL datasets like IMDB,CIFAR etc. I have done most of these with help of keras framework.
Sairam954/ElectromagneticFields
EE621 Course
Sairam954/epm-padawans
Sairam954/JavaScriptTasks
The repo contains javascript assignment tasks
Sairam954/quick-sort
Sairam954/RProgramming
Created this for John Hopkins Data Science Course
Sairam954/Sairam
Sairam954/Target