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- Eric Shea-Brown
aka: Eric Brown 0002
University of Washington, Seattle, WA, USA - Shearon Brown
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Publication search results
found 94 matches
- 2024
- Khoa Lam, Benjamin Lange, Borhane Blili-Hamelin, Jovana Davidovic, Shea Brown, Ali Hasan:
A Framework for Assurance Audits of Algorithmic Systems. FAccT 2024: 1078-1092 - Yuhan Helena Liu, Aristide Baratin, Jonathan Cornford, Stefan Mihalas, Eric Shea-Brown, Guillaume Lajoie:
How connectivity structure shapes rich and lazy learning in neural circuits. ICLR 2024 - Khoa Lam, Benjamin Lange, Borhane Blili-Hamelin, Jovana Davidovic, Shea Brown, Ali Hasan:
A Framework for Assurance Audits of Algorithmic Systems. CoRR abs/2401.14908 (2024) - 2023
- Chloe N. Winston, Dana Mastrovito, Eric Shea-Brown, Stefan Mihalas:
Heterogeneity in Neuronal Dynamics Is Learned by Gradient Descent for Temporal Processing Tasks. Neural Comput. 35(4): 555-592 (2023) - Margot Juliëtte Overman, Verena Sarrazin, Michael D. Browning, Jacinta O'Shea:
Stimulating human prefrontal cortex increases reward learning. NeuroImage 271: 120029 (2023) - Doris Voina, Eric Shea-Brown, Stefan Mihalas:
A biologically inspired architecture with switching units can learn to generalize across backgrounds. Neural Networks 168: 615-630 (2023) - Daniel N. Zdeblick, Eric Shea-Brown, Daniela M. Witten, Michael A. Buice:
Modeling functional cell types in spike train data. PLoS Comput. Biol. 19(10) (2023) - Shirui Chen, Linxing Jiang, Rajesh P. N. Rao, Eric Shea-Brown:
Expressive probabilistic sampling in recurrent neural networks. NeurIPS 2023 - Shirui Chen, Linxing Preston Jiang, Rajesh P. N. Rao, Eric Shea-Brown:
Expressive probabilistic sampling in recurrent neural networks. CoRR abs/2308.11809 (2023) - Shirui Chen, Stefano Recanatesi, Eric Shea-Brown:
A simple connection from loss flatness to compressed representations in neural networks. CoRR abs/2310.01770 (2023) - Yuhan Helena Liu, Aristide Baratin, Jonathan Cornford, Stefan Mihalas, Eric Shea-Brown, Guillaume Lajoie:
How connectivity structure shapes rich and lazy learning in neural circuits. CoRR abs/2310.08513 (2023) - Ziyu Lu, Anika Tabassum, Shruti R. Kulkarni, Lu Mi, J. Nathan Kutz, Eric Shea-Brown, Seung-Hwan Lim:
Attention for Causal Relationship Discovery from Biological Neural Dynamics. CoRR abs/2311.06928 (2023) - James Hazelden, Yuhan Helena Liu, Eli Shlizerman, Eric Shea-Brown:
Evolutionary algorithms as an alternative to backpropagation for supervised training of Biophysical Neural Networks and Neural ODEs. CoRR abs/2311.10869 (2023) - 2022
- Radhya Sahal, Saeed H. Alsamhi, Kenneth N. Brown, Donna O'Shea, Bader Alouffi:
Blockchain-Based Digital Twins Collaboration for Smart Pandemic Alerting: Decentralized COVID-19 Pandemic Alerting Use Case. Comput. Intell. Neurosci. 2022: 7786441:1-7786441:14 (2022) - Ali Hasan, Shea Brown, Jovana Davidovic, Benjamin Lange, Mitt Regan:
Algorithmic Bias and Risk Assessments: Lessons from Practice. Digit. Soc. 1(2) (2022) - Matthew Farrell, Stefano Recanatesi, Timothy Moore, Guillaume Lajoie, Eric Shea-Brown:
Gradient-based learning drives robust representations in recurrent neural networks by balancing compression and expansion. Nat. Mach. Intell. 4(6): 564-573 (2022) - Matthew Farrell, Stefano Recanatesi, Timothy Moore, Guillaume Lajoie, Eric Shea-Brown:
Author Correction: Gradient-based learning drives robust representations in recurrent neural networks by balancing compression and expansion. Nat. Mac. Intell. 4(11): 1053 (2022) - Doris Voina, Stefano Recanatesi, Brian Hu, Eric Shea-Brown, Stefan Mihalas:
Single Circuit in V1 Capable of Switching Contexts During Movement Using an Inhibitory Population as a Switch. Neural Comput. 34(3): 541-594 (2022) - Stefano Recanatesi, Serena Bradde, Vijay Balasubramanian, Nicholas A. Steinmetz, Eric Shea-Brown:
A scale-dependent measure of system dimensionality. Patterns 3(8): 100555 (2022) - Jianghong Shi, Bryan P. Tripp, Eric Shea-Brown, Stefan Mihalas, Michael A. Buice:
MouseNet: A biologically constrained convolutional neural network model for the mouse visual cortex. PLoS Comput. Biol. 18(9): 1010427 (2022) - Nicholas E. Brown, Johan F. Rojas, Nicholas A. Goberville, Hamzeh Alzubi, Qusay AlRousan, Chieh Ross Wang, Shean Huff, Jackeline Rios-Torres, Ali Riza Ekti, Tim J. LaClair, Richard T. Meyer, Zachary D. Asher:
Development of an Energy Efficient and Cost Effective Autonomous Vehicle Research Platform. Sensors 22(16): 5999 (2022) - Ian Good, Tosh Brown-Moore, Aditya Patil, Daniel Revier, Jeffrey Ian Lipton:
Expanding the Design Space for Electrically-Driven Soft Robots Through Handed Shearing Auxetics. ICRA 2022: 10951-10957 - Sachin Sharma, Ali Riza Ekti, Johan F. Rojas, Nicholas E. Brown, David Pesin, Chieh Ross Wang, Shean Huff, Tim J. LaClair, Zachary D. Asher, Richard T. Meyer:
Development and Evaluation of Chip-Enabled Raised Pavement Markers for Lane Line Detection. IEEE SENSORS 2022: 1-4 - Yuhan Helena Liu, Arna Ghosh, Blake A. Richards, Eric Shea-Brown, Guillaume Lajoie:
Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules. NeurIPS 2022 - Yuhan Helena Liu, Stephen Smith, Stefan Mihalas, Eric Shea-Brown, Uygar Sümbül:
Biologically-plausible backpropagation through arbitrary timespans via local neuromodulators. NeurIPS 2022 - Jianghong Shi, Eric Shea-Brown, Michael A. Buice:
Learning dynamics of deep linear networks with multiple pathways. NeurIPS 2022 - Yuhan Helena Liu, Arna Ghosh, Blake A. Richards, Eric Shea-Brown, Guillaume Lajoie:
Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules. CoRR abs/2206.00823 (2022) - Yuhan Helena Liu, Stephen Smith, Stefan Mihalas, Eric Shea-Brown, Uygar Sümbül:
Biologically-plausible backpropagation through arbitrary timespans via local neuromodulators. CoRR abs/2206.01338 (2022) - 2021
- Shea Brown, Jovana Davidovic, Ali Hasan:
The algorithm audit: Scoring the algorithms that score us. Big Data Soc. 8(1): 205395172098386 (2021) - Adam Brown, Bei Wang:
Sheaf-Theoretic Stratification Learning from Geometric and Topological Perspectives. Discret. Comput. Geom. 65(4): 1166-1198 (2021)
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