Niranjan Rajesh – Medium

Niranjan Rajesh

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Bits and Neurons

Why Adversarial Attacks are important in the path to human-like-AI

An outline of how adversarial attacks arise, why they are problematic and how they reveal important insights about the state of AI today.

Jul 8

Why Adversarial Attacks are important in the path to human-like-AI

Jul 8

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Niranjan Rajesh
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Bits and Neurons

CNNs vs Vision Transformers — Biological Computer Vision (3/3)

The third article in Biological Computer Vision. We discuss the differences of the two state of the art architectures in computer vision.

Jan 12, 2023

CNNs vs Vision Transformers — Biological Computer Vision (3/3)

Jan 12, 2023

Niranjan Rajesh
in
Bits and Neurons

Neural Manifolds — Linear Algebra and Topology in Neuroscience

A look at how vector and topological spaces play a role in deciphering complex neural data.

Aug 26, 2023

Neural Manifolds — Linear Algebra and Topology in Neuroscience

Aug 26, 2023

Niranjan Rajesh
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Bits and Neurons

Modern Brain-Inspired CNNs

An exploration of recent attempts by MIT’s DiCarlo Lab to make CNNs more ‘Brain-Like’ and its consequences.

Aug 3, 2023

Modern Brain-Inspired CNNs

Aug 3, 2023

Niranjan Rajesh
in
Bits and Neurons

Vision Transformers from a Biological Standpoint — Biological Computer Vision (2/3)

In this article, I explain how Vision Transformers work while comparing it with the biological mechanisms they take inspiration from.

Sep 14, 2022

Vision Transformers from a Biological Standpoint — Biological Computer Vision (2/3)

Sep 14, 2022

Niranjan Rajesh
in
Bits and Neurons

CNNs from a Biological Standpoint — Biological Computer Vision (1/3)

Convolutional Neural Networks are the industry standard when it comes to Computer Vision. How similar is it to the human visual system?

Aug 15, 2022

The structure of a CNN

Aug 15, 2022

Niranjan Rajesh
in
Bits and Neurons

Do infants hold the key to developing superior Artificial Intelligence?

On why it is important to pay attention to developmental scientists to develop better unsupervised learning algorithms.

Aug 7, 2022

“A picture of an infant reading a book with a glowing key in his hand looking away from the camera.png”

Aug 7, 2022

Niranjan Rajesh
in
Bits and Neurons

Memory in Human and Artificial Computation

Human and artificial computations rely on memoization to speed up their algorithms. How exactly does this happen?

Jun 6, 2022

Memory in Human and Artificial Computation

Jun 6, 2022

Niranjan Rajesh
in
Bits and Neurons

Video Games might be the key to understanding Human Learning and getting closer to Human-like AI

A review of recent work that tries that starts to solve the problem of bringing Artificial Learning closer to Human Learning.

May 30, 2022

Screenshot of the atari game frostbite

May 30, 2022

Niranjan Rajesh

Niranjan Rajesh

Hey! I am a student at Ashoka interested in the intersection of computation and cognition. I write my thoughts on cool concepts and papers from this field.

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