Emmanuel Calvet

Hash Function with a Chaotic Neural Network Hi again, everyone! I’m thrilled you’re here because we’re about to dive deeper into an incredible topic: chaotic cryptology. You can find the code used for generating all the images in my Github. Since this is the third article in our series potentially...

Here it is, my second publication, yet again, in Frontiers in Computational Neurosciences, in collaboration with Jean Rouat and Bertrand Reulet. This one is the prolongation of the work initiated in my first paper. Here is the scope of this manuscript: Reservoir Computing (RC) is a compelling field in artificial...

Introduction In an age where artificial intelligence is no longer a figment of sci-fi novels, chatbots like GPT-4 are quickly becoming our new best friends. Or at least, they would be, if they could just remember our birthdays or appreciate a good dad joke. But let’s not hold grudges; after...

With my fellow partners Lucas Celotti, and Karim Valimamode, we have submited a nice paper on an investing strategy that perform better than the standard dollar cost average. The article has been submitted in the American Economic Review. This paper is the starting point of our start-up called Kiwano, as...

Here it is, my first paper publication in Frontiers in Computational Neurosciences, in collaboration with Jean Rouat and Bertrand Reulet. It was a long path, but I’m proud of the result. Here is a brief summary of my contribution to the great scientific enterprise: Nowadays, the most powerful machine learning...

In the previous article, I introduced the concept of elliptic curve and how it can securely produce a public key form a private key. I also proposed to explore Artificial Neural Network (ANN) as a replacement for the elliptic curve. We will design an alternative secure public key generator with...

As I was reading the book: “Mastering Bitcoin” [1], and learning about the generation of public keys, I was captivated by the elliptic curves (see picture below). I couldn’t stop thinking: “I can do that with neural networks!” For those who don’t know what I am talking about, I will...

Single-qubit and multi-qubit states Welcome to this series of labs to learn the Qiskit library for quantum computing. This series will give you the building blocks to understand quantum machine learning. You can find the code in my github repository. This first lab will teach you how to write Qiskit...

The random transaction model A couple of months ago, a colleague and I discussed politics, the economy, and ecology. Beyond our different perspectives, we could agree on one point: it looks like we are screwed. My friend and I are PhD students in artificial intelligence, and we are both interested...