Bhavin Choksi

According to our database, Bhavin Choksi authored at least 13 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Predictive Coding inspired convolutional networks can capture the neural dynamics of recurrent processing in human image recognition.

Manshan Guo, Bhavin Choksi, Sari Sadiya, Pablo Oyarzo, Radoslaw Martin Cichy, Gemma Roig

Proceedings of the 34th European Symposium on Artificial Neural Networks, 2026

2025

The Representational Alignment between Humans and Language Models is implicitly driven by a Concreteness Effect.

Cosimo Iaia, Bhavin Choksi, Emily Wiebers, Gemma Roig, Christian J. Fiebach

CoRR, May, 2025

Predictive Coding Dynamics Enhance Model-Brain Similarity.

Manshan Guo, Michael Samjatin, Bhavin Choksi, Sari Sadiya, Radoslaw Martin Cichy, Gemma Roig

Proceedings of the 33rd European Symposium on Artificial Neural Networks, 2025

Analysing the impact of brain-inspired predictive coding dynamics through gradient based explainability methods.

Bhavin Choksi, Gionata Paolo Zalaffi, Giovanna Maria Dimitri, Gemma Roig

Proceedings of the 33rd European Symposium on Artificial Neural Networks, 2025

2024

Limited but consistent gains in adversarial robustness by co-training object recognition models with human EEG.

Manshan Guo, Bhavin Choksi, Sari Saba-Sadiya, Alessandro T. Gifford, Martina G. Vilas, Radoslaw Martin Cichy, Gemma Roig

CoRR, 2024

Limited but Consistent Gains in Adversarial Robustness by Co-training Object Recognition Models with Human EEG.

Manshan Guo, Bhavin Choksi, Sari Sadiya, Alessandro T. Gifford, Martina G. Vilas, Radoslaw Martin Cichy, Gemma Roig

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

2023

On the role of feedback in image recognition under noise and adversarial attacks: A predictive coding perspective.

Andrea Alamia, Milad Mozafari, Bhavin Choksi, Rufin VanRullen

Neural Networks, 2023

2022

Multimodal neural networks better explain multivoxel patterns in the hippocampus.

Bhavin Choksi, Milad Mozafari, Rufin VanRullen, Leila Reddy

Neural Networks, 2022

Reconstruction of Perceived Images from fMRI Patterns and Semantic Brain Exploration using Instance-Conditioned GANs.

Furkan Ozcelik, Bhavin Choksi, Milad Mozafari, Leila Reddy, Rufin VanRullen

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

Predictive coding feedback results in perceived illusory contours in a recurrent neural network.

Zhaoyang Pang, Callum Biggs O'May, Bhavin Choksi, Rufin VanRullen

Neural Networks, 2021

On the role of feedback in visual processing: a predictive coding perspective.

Andrea Alamia, Milad Mozafari, Bhavin Choksi, Rufin VanRullen

CoRR, 2021

Predify: Augmenting deep neural networks with brain-inspired predictive coding dynamics.

Bhavin Choksi, Milad Mozafari, Callum Biggs O'May, Benjamin Ador, Andrea Alamia, Rufin VanRullen

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Does language help generalization in vision models?

Benjamin Devillers, Bhavin Choksi, Romain Bielawski, Rufin VanRullen

Proceedings of the 25th Conference on Computational Natural Language Learning, 2021