Nikolay Manchev

According to our database, Nikolay Manchev authored at least 6 papers between 2006 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Can Local Representation Alignment RNNs Solve Temporal Tasks?

Nikolay Manchev, Luis C. García-Peraza-Herrera

CoRR, April, 2025

2024

Learning multi-modal recurrent neural networks with target propagation.

Nikolay Manchev, Michael W. Spratling

Comput. Intell., August, 2024

2023

StreamMLOps: Operationalizing Online Learning for Big Data Streaming & Real-Time Applications.

Mariam Barry, Jacob Montiel, Albert Bifet, Sameer Wadkar, Nikolay Manchev, Max Halford, Raja Chiky, Saad El Jaouhari, Katherine B. Shakman, Joudi Al Fehaily, Fabrice Le Deit, Vinh-Thuy Tran, Eric Guerizec

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022

On the Biological Plausibility of Orthogonal Initialisation for Solving Gradient Instability in Deep Neural Networks.

Nikolay Manchev, Michael W. Spratling

Proceedings of the 9th International Conference on Soft Computing & Machine Intelligence, 2022

2020

Target Propagation in Recurrent Neural Networks.

Nikolay Manchev, Michael W. Spratling

J. Mach. Learn. Res., 2020

2006

Parallel Algorithm for Run Length Encoding.

Nikolay Manchev

Proceedings of the Third International Conference on Information Technology: New Generations (ITNG 2006), 2006