| On the information bottleneck theory of deep learning AM Saxe, Y Bansal, J Dapello, M Advani, A Kolchinsky, BD Tracey, ... Journal of Statistical Mechanics: Theory and Experiment 2019 (12), 124020, 2019 | 650 | 2019 |
| Nonlinear information bottleneck A Kolchinsky, BD Tracey, DH Wolpert Entropy 21 (12), 1181, 2019 | 191 | 2019 |
| Semantic information, autonomous agency and non-equilibrium statistical physics A Kolchinsky, DH Wolpert Interface focus 8 (6), 20180041, 2018 | 185 | 2018 |
| Estimating mixture entropy with pairwise distances A Kolchinsky, BD Tracey Entropy 19 (7), 361, 2017 | 147 | 2017 |
| A spectrum of routing strategies for brain networks A Avena-Koenigsberger, X Yan, A Kolchinsky, MP van den Heuvel, ... PLoS computational biology 15 (3), e1006833, 2019 | 102 | 2019 |
| Caveats for information bottleneck in deterministic scenarios A Kolchinsky, BD Tracey, S Van Kuyk ICLR, 2019 | 91 | 2019 |
| A novel approach to the partial information decomposition A Kolchinsky Entropy 24 (3), 403, 2022 | 73* | 2022 |
| Thermodynamics of computing with circuits DH Wolpert, A Kolchinsky New Journal of Physics 22 (6), 063047, 2020 | 54 | 2020 |
| Dependence of dissipation on the initial distribution over states A Kolchinsky, DH Wolpert Journal of Statistical Mechanics: Theory and Experiment 2017 (8), 083202, 2017 | 53 | 2017 |
| Rethinking animal social complexity measures with the help of complex systems concepts EA Hobson, V Ferdinand, A Kolchinsky, J Garland Animal Behaviour 155, 287-296, 2019 | 48 | 2019 |
| Extraction of pharmacokinetic evidence of drug–drug interactions from the literature A Kolchinsky, A Lourenço, HY Wu, L Li, LM Rocha PloS one 10 (5), e0122199, 2015 | 48 | 2015 |
| Classification of protein-protein interaction full-text documents using text and citation network features A Kolchinsky, A Abi-Haidar, J Kaur, AA Hamed, LM Rocha IEEE/ACM Transactions on Computational Biology and Bioinformatics 7 (3), 400-411, 2010 | 46 | 2010 |
| Neural correlates of apparent motion perception of impoverished facial stimuli: a comparison of ERP and ERSP activity A Rossi, FJ Parada, A Kolchinsky, A Puce Neuroimage 98, 442-459, 2014 | 44 | 2014 |
| Work, entropy production, and thermodynamics of information under protocol constraints A Kolchinsky, DH Wolpert Physical Review X 11 (4), 041024, 2021 | 40 | 2021 |
| A space–time tradeoff for implementing a function with master equation dynamics DH Wolpert, A Kolchinsky, JA Owen Nature Communications 10 (1), 1727, 2019 | 37* | 2019 |
| Housekeeping and excess entropy production for general nonlinear dynamics K Yoshimura, A Kolchinsky, A Dechant, S Ito Physical Review Research 5 (1), 013017, 2023 | 35* | 2023 |
| Thermodynamic bound on the asymmetry of cross-correlations N Ohga, S Ito, A Kolchinsky Physical Review Letters 131 (7), 077101, 2023 | 34 | 2023 |
| Thermodynamic costs of turing machines A Kolchinsky, DH Wolpert Physical Review Research 2 (3), 033312, 2020 | 34 | 2020 |
| Evaluation of linear classifiers on articles containing pharmacokinetic evidence of drug-drug interactions A Kolchinsky, A Lourenço, L Li, LM Rocha Biocomputing 2013, 409-420, 2013 | 34 | 2013 |
| The minor fall, the major lift: inferring emotional valence of musical chords through lyrics A Kolchinsky, N Dhande, K Park, YY Ahn Royal Society open science 4 (11), 170952, 2017 | 33 | 2017 |
David H. WolpertSanta Fe InstituteEmail verificata su santafe.edu