Siavash Golkar

According to our database1, Siavash Golkar authored at least 21 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2024
Contextual Counting: A Mechanistic Study of Transformers on a Quantitative Task.
CoRR, 2024

Neuronal Temporal Filters as Normal Mode Extractors.
CoRR, 2024

2023
AstroCLIP: Cross-Modal Pre-Training for Astronomical Foundation Models.
CoRR, 2023

Multiple Physics Pretraining for Physical Surrogate Models.
CoRR, 2023

xVal: A Continuous Number Encoding for Large Language Models.
CoRR, 2023

Reusability report: Prostate cancer stratification with diverse biologically-informed neural architectures.
CoRR, 2023

A normative framework for deriving neural networks with multi-compartmental neurons and non-Hebbian plasticity.
CoRR, 2023

An Online Algorithm for Contrastive Principal Component Analysis.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Neural Circuits for Dynamics-Based Segmentation of Time Series.
Neural Comput., 2022

Constrained Predictive Coding as a Biologically Plausible Model of the Cortical Hierarchy.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Biological Learning of Irreducible Representations of Commuting Transformations.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021
A Biologically Plausible Neural Network for Multichannel Canonical Correlation Analysis.
Neural Comput., 2021

Neural optimal feedback control with local learning rules.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020
A biologically plausible neural network for local supervision in cortical microcircuits.
CoRR, 2020

A biologically plausible neural network for multi-channel Canonical Correlation Analysis.
CoRR, 2020

A Biologically Plausible Neural Network for Slow Feature Analysis.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

A simple normative network approximates local non-Hebbian learning in the cortex.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019
Emergent Structures and Lifetime Structure Evolution in Artificial Neural Networks.
CoRR, 2019

Task-Driven Data Verification via Gradient Descent.
CoRR, 2019

Continual Learning via Neural Pruning.
CoRR, 2019

2018
Backdrop: Stochastic Backpropagation.
CoRR, 2018


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