AIMC Topic: Neurosciences
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A Shared Vision for Machine Learning in Neuroscience.
The Journal of neuroscience : the official journal of the Society for Neuroscience
Jan 26, 2018
With ever-increasing advancements in technology, neuroscientists are able to collect data in greater volumes and with finer resolution. The bottleneck in understanding how the brain works is consequently shifting away from the amount and type of data...
Branching into brains.
eLife
Dec 5, 2017
What can artificial intelligence learn from neuroscience, and vice versa?
Generative models for network neuroscience: prospects and promise.
Journal of the Royal Society, Interface
Nov 29, 2017
Network neuroscience is the emerging discipline concerned with investigating the complex patterns of interconnections found in neural systems, and identifying principles with which to understand them. Within this discipline, one particularly powerful...
Infrastructural intelligence: Contemporary entanglements between neuroscience and AI.
Progress in brain research
Jul 31, 2017
In this chapter, I reflect on contemporary entanglements between artificial intelligence and the neurosciences by tracing the development of Google's recent DeepMind algorithms back to their roots in neuroscientific studies of episodic memory and ima...
Recurrent neural networks as versatile tools of neuroscience research.
Current opinion in neurobiology
Jun 29, 2017
Recurrent neural networks (RNNs) are a class of computational models that are often used as a tool to explain neurobiological phenomena, considering anatomical, electrophysiological and computational constraints. RNNs can either be designed to implem...
Neuronify: An Educational Simulator for Neural Circuits.
eNeuro
Mar 17, 2017
Educational software (apps) can improve science education by providing an interactive way of learning about complicated topics that are hard to explain with text and static illustrations. However, few educational apps are available for simulation of ...
Robot and Neuroscience Technology: Computational and Engineering Approaches in Medicine.
Computational intelligence and neuroscience
Jul 25, 2016
Towards a synergy framework across neuroscience and robotics: Lessons learned and open questions. Reply to comments on: "Hand synergies: Integration of robotics and neuroscience for understanding the control of biological and artificial hands".
Physics of life reviews
Jun 22, 2016
Working hard to make a simple definition of synergies: Comment on: "Hand synergies: Integration of robotics and neuroscience for understanding the control of biological and artificial hands" by Marco Santello et al.
Physics of life reviews
May 27, 2016
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