User profiles for John A. Berkowitz

John Berkowitz

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Cited by 3369

Linking neural responses to behavior with information-preserving population vectors

TO Sharpee, JA Berkowitz - Current opinion in behavioral sciences, 2019 - Elsevier
All systems for processing signals, both artificial and within animals, must obey fundamental
statistical laws for how information can be processed. We discuss here recent results using …

Decoding neural responses with minimal information loss

JA Berkowitz, TO Sharpee - BioRxiv, 2018 - biorxiv.org
Cortical tissue has a circuit motif termed the cortical column, which is thought to represent its
basic computational unit but whose function remains unclear. Here we propose, and show …

Quantifying information conveyed by large neuronal populations

JA Berkowitz, TO Sharpee - Neural computation, 2019 - direct.mit.edu
Quantifying mutual information between inputs and outputs of a large neural circuit is an
important open problem in both machine learning and neuroscience. However, evaluation of …

[BOOK][B] Research and Development for Health and Environmental Hazard Assessment: Task Order 5. Occupational and Environmental Hazards Associated with the …

JB Berkowitz, GS Young, RC Anderson, AJ Colella… - 1981 - apps.dtic.mil
This report is an assessment of potential health hazards associated with the production and
use of white phosphorus-felt and red phosphorus-butyl rubber smoke munitions. Production …

A critical review of recurrent neural networks for sequence learning

ZC Lipton, J Berkowitz, C Elkan - arXiv preprint arXiv:1506.00019, 2015 - arxiv.org
Countless learning tasks require awareness of time. Image captioning, speech synthesis,
and video game playing all require that a model generate sequences of outputs. In other …

Characterizing and quantifying information conveyed by large neuronal populations

J Berkowitz - 2019 - escholarship.org
… The dissertation of John Berkowitz is approved, and it is acceptable in quality and form for …
as it appears in the following publication: John A. Berkowitz, Tatyana O. Sharpee. Quantifying …

[BOOK][B] The new face of war: How war will be fought in the 21st century

BD Berkowitz - 2003 - books.google.com
… Bruce Berkowitz's explanation of how information war revolutionized combat and what it …
As the world anxiously considers these and other questions of modern war, Bruce Berkowitz

[HTML][HTML] Artificial intelligence in perioperative medicine: a proposed common language with applications to FDA-approved devices

…, S John, AD Smith, DE Berkowitz - Frontiers in Digital …, 2022 - frontiersin.org
As implementation of artificial intelligence grows more prevalent in perioperative medicine,
a clinician’s ability to distinguish differentiating aspects of these algorithms is critical. There …

Streaming Anchor Loss: Augmenting Supervision with Temporal Significance

J Berkowitz, V Garg, A Kundu, M Cho, SS Buddi… - arXiv preprint arXiv …, 2023 - arxiv.org
Streaming neural network models for fast frame-wise responses to various speech and
sensory signals are widely adopted on resource-constrained platforms. Hence, increasing the …

Streaming Anchor Loss: Augmenting Supervision with Temporal Significance

UO Sarawgi, J Berkowitz, V Garg… - ICASSP 2024-2024 …, 2024 - ieeexplore.ieee.org
Streaming neural network models for fast frame-wise responses to various speech and
sensory signals are widely adopted on resource-constrained platforms. Hence, increasing the …