Tracking an odour plume to locate its source under variable wind and plume statistics is a
complex task. Flying insects routinely accomplish such tracking, often over long distances, in …

Objective. Advances in neural decoding have enabled brain-computer interfaces to perform
increasingly complex and clinically-relevant tasks. However, such decoders are often …

Understanding the neural basis of human movement in naturalistic scenarios is critical for
expanding neuroscience research beyond constrained laboratory paradigms. Here, we …

Objective. Recent advances in neural decoding have accelerated the development of brain–
computer interfaces aimed at assisting users with everyday tasks such as speaking, walking …

We present a framework for the unsupervised learning of neurosymbolic encoders, which
are encoders obtained by composing neural networks with symbolic programs from a …

Relating behavior to brain activity in animals is a fundamental goal in neuroscience, with
practical applications in building robust brain-machine interfaces. However, the domain gap …

Motor behaviors are central to many functions and dysfunctions of the brain, and
understanding their neural basis has consequently been a major focus in neuroscience …

Neuroimaging studies have typically relied on rigorously controlled experimental paradigms
to probe cognition, in which movement is restricted, primitive, an afterthought or merely used …

Relating animal behaviors to brain activity is a fundamental goal in neuroscience, with
practical applications in building robust brain-machine interfaces. However, the domain gap …

Understanding behavior from neural activity is a fundamental goal in neuroscience. It has
practical applications in building robust brain-machine interfaces, human-computer …