Authors: Akshay Joshi, Soham Kamble, Atharva Karwande, Tejas Kolhe, Pranesh Kulkarni. — Automated vehicles have drawn increasing attention in recent years. These need sensors and computer processing which will understand the surrounding environment and make real-time decisions. However, these vehicles aren’t fully automated, and to reach higher levels of automation, a lot of sensors and systems should be implemented to control the…

Convolutional neural networks can also have accelerated by data path optimization. Early CNN accelerators have implemented Systolic arrays to perform fast and memory-efficient data operations. In this blog, we will discuss these systolic arrays in detail. CNNs are composed of a high number of convolution layers (155 in ResNet152). These…

In pattern recognition, the maximization of the transformation from the input to the output of the system corresponds to minimize the mean square error of the predicted output. For linear models, it is done by linear transformations. Generally, we encode the input data by using only the eigenvectors with the…

Large-scale neural networks are deployed on the processors having multi-core structure and organized via network on chip for process the heavy neurons. These Neural network chips are connected via chip-to-chip interconnection networks to increase the efficiency of neuron processing. In th research, the author has proposed interchip and intrachip communication…

History Before Radar Between the planet warfare, parabolic sound reflector were wont to provide early warning. Acoustic reflectors were also getting used . Although that they had finite success. and since of the growing speed of aircraft within the 1930s conveyed that they might already be too on the edge of influence by…

Pranesh Kulkarni Step 1 : Creating Flask application : Write a code for a flask application. Sample code is given below import flask import werkzeug app = flask.Flask(__name__) @app.route(‘/’,methods=[‘GET’]) def hello(): return “<h1> Deployed to Heroku</h1>” if __name__==”__main__”: app.run() Save this file in working folder. e.g. flask_conn.py · Step 2…