Researcher interests: Machine and statistical learning. Statistical mechanics. Theory of dynamical systems. Information theory: applications to biological information processing and learning theory. Computational neuroscience; computational biology. Applications to speech language and signal processing. Data mining algorithms. Machine Learning and Deep Learning
FACULTY / SCHOOL: School of Computer Science and Engineering
DEPARTMENT: Computer Science
Selected Publications
information constrained control analysis of eye gaze distribution under workload (2019)|
IEEE Transactions on Human-Machine Systems|
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semantic categories of artifacts and animals reflect efficient coding (2019)|
arXiv preprint arXiv:1905.04562|
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surprise response as a probe for compressed memory states (2019)|
bioRxiv|
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information constrained control for visual detection of important areas (2019)|
ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)|
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communicative need in colour naming (2019)|
Cognitive Neuropsychology|
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communicative need and color naming (2019)|
Cognitive Science|
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semantic categories of artifacts and animals reflect efficient coding (2019)|
Cognitive Science|
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color naming reflects both perceptual structure and communicative need (2019)|
Topics in Cognitive Science|
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evolution and efficiency in color naming the case of nafaanra (2019)|
Cognitive Science|
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representation compression and generalization in deep neural networks (2018)|
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