Search Results for author: Jascha Achterberg

Found 3 papers, 0 papers with code

Brain-inspired learning in artificial neural networks: a review

no code implementations18 May 2023 Samuel Schmidgall, Jascha Achterberg, Thomas Miconi, Louis Kirsch, Rojin Ziaei, S. Pardis Hajiseyedrazi, Jason Eshraghian

Artificial neural networks (ANNs) have emerged as an essential tool in machine learning, achieving remarkable success across diverse domains, including image and speech generation, game playing, and robotics.

Building artificial neural circuits for domain-general cognition: a primer on brain-inspired systems-level architecture

no code implementations21 Mar 2023 Jascha Achterberg, Danyal Akarca, Moataz Assem, Moritz Heimbach, Duncan E. Astle, John Duncan

There is a concerted effort to build domain-general artificial intelligence in the form of universal neural network models with sufficient computational flexibility to solve a wide variety of cognitive tasks but without requiring fine-tuning on individual problem spaces and domains.

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