9 citations · 29 across the 7 of their papers we have counts for
7 papers
Topographic Constraints Shape Brain-Like Component Structure in Auditory Models
Haider Al-Tahan, Mayukh Deb, Jenelle Feather +1
If topography is a fundamental feature of the brain, it should influence both how neurons are arranged in space (i.e. explain brain maps) and how information is structured within t…
Brain-Model Evaluations Need the NeuroAI Turing Test
Jenelle Feather, Meenakshi Khosla, N. Apurva Ratan Murty +1
What makes an artificial system a good model of intelligence? The classical test proposed by Alan Turing focuses on behavior, requiring that an artificial agent's behavior be indis…
Discriminating image representations with principal distortions
Jenelle Feather, David Lipshutz, Sarah E. Harvey +2
Image representations (artificial or biological) are often compared in terms of their global geometric structure; however, representations with similar global structure can have st…
A Spectral Theory of Neural Prediction and Alignment
Abdulkadir Canatar, Jenelle Feather, Albert Wakhloo +1
The representations of neural networks are often compared to those of biological systems by performing regression between the neural network responses and those measured from biolo…
Neural Population Geometry Reveals the Role of Stochasticity in Robust Perception
Joel Dapello, Jenelle Feather, Hang Le +5
Adversarial examples are often cited by neuroscientists and machine learning researchers as an example of how computational models diverge from biological sensory systems. Recent w…
Speech Denoising with Auditory Models
Mark R. Saddler, Andrew Francl, Jenelle Feather +3
Contemporary speech enhancement predominantly relies on audio transforms that are trained to reconstruct a clean speech waveform. The development of high-performing neural network…
Untangling in Invariant Speech Recognition
Cory Stephenson, Jenelle Feather, Suchismita Padhy +4
Encouraged by the success of deep neural networks on a variety of visual tasks, much theoretical and experimental work has been aimed at understanding and interpreting how vision n…