Neuroscience N Apurva Ratan Murty, Pouya Bashivan, Alex Abate, James J DiCarlo, Nancy Kanwisher, Computational models of category-selective brain regions enable high-throughput tests of selectivity, Nature Communications.
2021 Machine learning Pouya Bashivan, Reza Bayat, Adam Ibrahim, Kartik Ahuja, Mojtaba Faramarzi, Touraj Laleh, Blake Aaron Richards, Irina Rish, Adversarial Feature Desensitization, NeurIPS.
Machine learning N Blanchard, J Kinnison, B RichardWebster, P Bashivan, WJ Scheirer, A Neurobiological Evaluation Metric for Neural Network Model Search, Computer Vision and Pattern Recognition (CVPR).
Neuroscience Bashivan P, Kar K, DiCarlo J J, Neural Population Control via Deep Image Synthesis, Science.
2019 Neuroscience Schrimpf M, Kubilius J, Hong H, Majaj N J, Rajalingham R, Issa E B, Kar K, Bashivan P, Prescott-Roy J,Schmidt K, Yamins DLK, DiCarlo J J (2019), Brain-like object recognition with high-performing shallow recurrent ANNs, NeurIPS.
Machine learning Bashivan P, Schrimpf M, Ajemian R, Rish I, Riemer M, Tu Y, Continual Learning with Self-Organizing Maps, NIPS Workshop on Continual Learning.
Neuroscience Arend L, Han Y, Schrimpf M, Bashivan P, Kar K, Poggio T, DiCarlo JJ, Boix X. Single units in adeep neural network functionally correspond with neurons in the brain: preliminary results. Center for Brains, Minds and Machines (CBMM).
Neuroscience Bashivan P, Kar K, DiCarlo J J, Neural Population Control via Deep ANN ImageSynthesis, Computational Cognitive Neuroscience Conference (CCN).
2018 Neuroscience Rajalingham R, Issa EB, Bashivan P, Kar K, Schmidt K, DiCarlo JJ, Large-scale, High-resolutionComparison of the core visual object recognition behavior of humans, monkeys, and state-of-the-art deep artificial neural networks, Journal of Neuroscience.
Neuroscience Dakka J, Bashivan P, Gheiratmand M, Rish I, Jha S, Greiner R, Learning Neural Markers ofSchizophrenia Disorder Using Recurrent Neural Networks, NIPS workshop on Machine Learning for Health.
Neuroscience Rish I, Gheiratmand M, Cecchi G, Brown M, Greiner R, Polosecki P, Bashivan P, Greenshaw A,Ramasubbu R, and Dursun R, Learning Stable and Predictive Network-based Patterns of Schizophrenia and its Clinical Symptoms, Nature Schizophrenia.
2017 Neuroscience Bashivan P, Yeasin M, Bidelman GM, Temporal Progression in Functional Connectivity DeterminesIndividual Differences in Working Memory Capacity, International Joint Conference on Neural Networks (IJCNN).
2016 Machine learning Bashivan P, Rish I, Yeasin M, Codella NC, Learning Representations from EEG with DeepRecurrent-Convolutional Neural Networks, International Conference on Learning Representations (ICLR).
Machine learning Bashivan P, Rish I, Heisig S, Mental State Recognition via Wearable EEG, Proceedings of NIPSworkshop on Machine Learning and Interpretation in Neuroimaging (MLINI15).
2015 Machine learning Bashivan P, Yeasin M, Bidelman GM, Single trial prediction of normal and excessive cognitive loadthrough EEG feature fusion, Proceedings of IEEE Signal Processing in Medicine and Biology (SPMB).
Neuroscience Bashivan P, Bidelman GM, Yeasin M, Modulation of Brain Connectivity by Memory Load in a Working Memory Network, Proceedings of IEEE Symposium Series on Computational Intelligence (SSCI).
2014 Neuroscience Bashivan P, Bidelman GM, Yeasin M, Spectrotemporal dynamics of the EEG during workingmemory encoding and maintenance predicts individual behavioral capacity, Eur. Journal of Neuroscience.
2013 Machine learning Bashivan P, Bidelman GM, Yeasin M, Neural correlates of visual working memory load throughunsupervised spatial filtering of EEG, Proceedings of NIPS workshop on Machine Learning and Interpretation in Neuroimaging (MLINI13).
2012 Control engineering Bashivan P, Fatehi A, Improved Switching for Multiple Model Adaptive Controller in NoisyEnvironment, Journal of Process Control.
Control engineering Bashivan P, Fatehi A, Peymani E, Multiple-model control of pH neutralization plant using the SOM neural networks, Proceedings of IEEE Conference on Control, Communication and Automation (INDICON).
2008 Control engineering Peymani E, Fatehi A, Bashivan P, and Khaki–Sedigh A, An Experimental Comparison of Adaptive Controllers on a pH Neutralization Pilot Plant, Proceedings of IEEE Conference on Control, Communication and Automation (INDICON).