Search Results for author: Cristian Ivan

Found 4 papers, 2 papers with code

Bit-wise Training of Neural Network Weights

2 code implementations19 Feb 2022 Cristian Ivan

We introduce an algorithm where the individual bits representing the weights of a neural network are learned.

Training highly effective connectivities within neural networks with randomly initialized, fixed weights

2 code implementations30 Jun 2020 Cristian Ivan, Razvan Florian

We present some novel, straightforward methods for training the connection graph of a randomly initialized neural network without training the weights.

Image Classification

Convolutional Neural Networks on Randomized Data

no code implementations25 Jul 2019 Cristian Ivan

Convolutional Neural Networks (CNNs) are build specifically for computer vision tasks for which it is known that the input data is a hierarchical structure based on locally correlated elements.

General Classification

On modelling the emergence of logical thinking

no code implementations23 May 2019 Cristian Ivan, Bipin Indurkhya

In this paper, we argue than one of the most important aspects of the human mind is its capacity for logical thinking, which gives rise to many intellectual expressions that differentiate us from animal brains.

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