Aishwarya Ashok Email & Phone Number

County Dublin, Ireland

Dublin, County Dublin, Ireland

Dublin, County Dublin, Ireland

Deep learning is getting extensively useful for the modern day applications. Amongst all the neural networks Convolution Neural Network (CNN) is widely preferred to do image recognition & classification, facial detection & recognition etc. CNN generally have high computational capability, consume large power and memory space making it unsuitable for direct hardware implementation. In this thesis project, Quantisation model is explored for easy hardware implementation. A model with Quantization… Show more Deep learning is getting extensively useful for the modern day applications. Amongst all the neural networks Convolution Neural Network (CNN) is widely preferred to do image recognition & classification, facial detection & recognition etc. CNN generally have high computational capability, consume large power and memory space making it unsuitable for direct hardware implementation. In this thesis project, Quantisation model is explored for easy hardware implementation. A model with Quantization Aware Training and Post Quantization are used on MNIST, Fashion-MNIST and CIFAR-10. DoReFa-Net is used on CIFAR-10 dataset to explore trad-off between the different bit integer-point and accuracy achieved by them. Shallow architecture is used as the main intention of the thesis to implement the model on hardware. Show less

Bengaluru, Karnataka, India

Bengaluru, Karnataka, India

Worked closely with customers taking in their request and troubleshoot to solve computers troubles.

Banglore

Asteria the Astronomy club of Nitte meenikashi institute of technology

Bengaluru, Karnataka, India

Worked in MEMS research lab and also worked on Student satellite in B.E

Bengaluru Area, India

As part of the internship, learnt and worked in core electronics manufacturing like PCB and various electronics components (Chips, transistor, resistors, capacitors etc). Besides learnt the full business operations of any organization like understanding marketing, purchase and HR

Master Of Engineering - Meng, Electronics And Computer Engineering

Bachelor Of Engineering - Be, Electrical, Electronics And Communications Engineering

Education record

Pcmc