Browse by CSHL Author

Paper

Dasgupta, Sanjoy, Meirovitch, Yaron, Zheng, Xingyu, Bush, Inle, Lichtman, Jeff W, Navlakha, Saket (September 2024) A neural algorithm for computing bipartite matchings. Proceedings of the National Academy of Sciences of the United States of America, 121 (37). e2321032121. ISSN 0027-8424 (Public Dataset)

Pirhayati, Delaram, Smith, Cameron L, Kroeger, Ryan, Navlakha, Saket, Pfaffinger, Paul, Reimer, Jacob, Arenkiel, Benjamin R, Patel, Ankit, Moss, Elizabeth H (August 2024) Dense and persistent odor representations in the olfactory bulb of awake mice. Journal of Neuroscience. e0116242024. ISSN 0270-6474

Banerjee, Amitava, Pattinson, David J, Wincek, Cornelia L, Bunk, Paul, Chapin, Sarah R, Navlakha, Saket, Meyer, Hannah V (January 2024) BATMAN: Improved T cell receptor cross-reactivity prediction benchmarked on a comprehensive mutational scan database. bioRxiv. (Submitted)

Srinivasan, Shyam, Daste, Simon, Modi, Mehrab N, Turner, Glenn C, Fleischmann, Alexander, Navlakha, Saket (October 2023) Effects of stochastic coding on olfactory discrimination in flies and mice. PLoS Biology, 21 (10). e3002206. ISSN 1545-7885

Shen, Yang, Dasgupta, Sanjoy, Navlakha, Saket (September 2023) Reducing Catastrophic Forgetting With Associative Learning: A Lesson From Fruit Flies. Neural Computation. pp. 1-23. ISSN 0899-7667

Dasgupta, Sanjoy, Hattori, Daisuke, Navlakha, Saket (October 2022) A neural theory for counting memories. Nature Communications, 13 (1). p. 5961. ISSN 2041-1723

Emek, Yuval, Navlakha, Saket (April 2022) Special Issue: Biological Distributed Algorithms 2021. Journal of Computational Biology, 29 (4). p. 305. ISSN 1557-8666

Suen, Jonathan Y, Navlakha, Saket (March 2022) A feedback control principle common to several biological and engineered systems. Journal of the Royal Society Interface, 19 (188). p. 20210711. ISSN 1742-5662

How, Javier J, Navlakha, Saket, Chalasani, Sreekanth H (November 2021) Neural network features distinguish chemosensory stimuli in Caenorhabditis elegans. PLoS Computational Biology, 17 (11). e1009591. ISSN 1553-7358

Chandrasekhar, Arjun, Marshall, James AR, Austin, Cortnea, Navlakha, Saket, Gordon, Deborah M (October 2021) Better tired than lost: Turtle ant trail networks favor coherence over short edges. PLoS Computational Biology, 17 (10). e1009523. ISSN 1553-7358

Ziamtsov, I, Faizi, K, Navlakha, S (September 2021) Branch-pipe: Improving graph skeletonization around branch points in 3D point clouds. Remote Sensing, 13 (19). ISSN 2072-4292

Shen, Yang, Wang, Julia, Navlakha, Saket (August 2021) A Correspondence between Normalization Strategies in Artificial and Biological Neural Networks. Neural Computation. pp. 1-25. ISSN 0899-7667

Navlakha, Saket, Morjaria, Sejal, Perez-Johnston, Rocio, Zhang, Allen, Taur, Ying (May 2021) Projecting COVID-19 disease severity in cancer patients using purposefully-designed machine learning. BMC Infectious Diseases, 21 (1). p. 391. ISSN 1471-2334

Shen, Y., Dasgupta, S., Navlakha, S. (August 2020) Reply to Semelidou and Skoulakis: "Short-term" habituation has multiple distinct mechanisms. Proc Natl Acad Sci U S A, 117 (34). pp. 20373-20374. ISSN 0027-8424

Shen, Y., Dasgupta, S., Navlakha, S. (May 2020) Habituation as a Neural Algorithm for Online Odor Discrimination. Proceedings of the National Academy of Sciences of the United States of America, 117 (22). pp. 12402-12410. ISSN 0027-8424

Ziamtsov, I., Navlakha, S. (March 2020) Plant 3D (P3D): A Plant Phenotyping Toolkit for 3D Point Clouds. Bioinformatics. ISSN 1367-4803 (Public Dataset)

Wilkinson, Michael J, Manoogian, Emily NC, Zadourian, Adena, Lo, Hannah, Fakhouri, Savannah, Shoghi, Azarin, Wang, Xinran, Fleischer, Jason G, Navlakha, Saket, Panda, Satchidananda, Taub, Pam R (January 2020) Ten-Hour Time-Restricted Eating Reduces Weight, Blood Pressure, and Atherogenic Lipids in Patients with Metabolic Syndrome. Cell Metabolism, 31 (1). 92-104.e5. ISSN 1550-4131

Sultan, Sam, Snider, Joseph, Conn, Adam, Li, Mao, Topp, Christopher N, Navlakha, Saket (2020) A Statistical Growth Property of Plant Root Architectures. Plant Phenomics, 2020. p. 2073723. ISSN 2643-6515

Ziamtsov, I., Navlakha, S. (October 2019) Machine learning approaches to improve three basic plant phenotyping tasks using 3D point clouds. Plant Physiol. ISSN 0032-0889

Conn, A., Chandrasekhar, A., Rongen, M. V., Leyser, O., Chory, J., Navlakha, S. (September 2019) Network trade-offs and homeostasis in Arabidopsis shoot architectures. PLoS Comput Biol, 15 (9). e1007325. ISSN 1553-734x (Public Dataset)

Rashid, S., Long, Z., Singh, S., Kohram, M., Vashistha, H., Navlakha, S., Salman, H., Oltvai, Z. N., Bar-Joseph, Z. (June 2019) Adjustment in tumbling rates improves bacterial chemotaxis on obstacle-laden terrains. Proc Natl Acad Sci U S A, 116 (24). pp. 11770-11775. ISSN 0027-8424 (Public Dataset)

Suen, J. Y., Navlakha, S. (May 2019) Travel in city road networks follows similar transport trade-off principles to neural and plant arbors. J R Soc Interface, 16 (154). p. 20190041. ISSN 1742-5662 (Public Dataset)

Chandrasekhar, A., Navlakha, S. (May 2019) Neural arbors are Pareto optimal. Proc Biol Sci, 286 (1902). p. 20182727. ISSN 0962-8452 (Public Dataset)

Rashid, Sabrina, Singh, Shashank, Navlakha, Saket, Bar-Joseph, Ziv (May 2019) A bacterial based distributed gradient descent model for mass scale evacuations. Swarm and Evolutionary Computation, 46. pp. 97-103. ISSN 2210-6502

Fleischer, J. G., Schulte, R., Tsai, H. H., Tyagi, S., Ibarra, A., Shokhirev, M. N., Huang, L., Hetzer, M. W., Navlakha, S. (December 2018) Predicting age from the transcriptome of human dermal fibroblasts. Genome Biol, 19 (1). p. 221. ISSN 1474-7596 (Public Dataset)

Dasgupta, S., Sheehan, T. C., Stevens, C. F., Navlakha, S. (December 2018) A neural data structure for novelty detection. Proc Natl Acad Sci U S A, 115 (51). pp. 13093-13098. ISSN 0027-8424 (Public Dataset)

How, J. J., Navlakha, S. (August 2018) Evidence of Rentian Scaling of Functional Modules in Diverse Biological Networks. Neural Comput, 30 (8). pp. 2210-2244. ISSN 0899-7667

Chandrasekhar, A., Gordon, D. M., Navlakha, S. (June 2018) A distributed algorithm to maintain and repair the trail networks of arboreal ants. Sci Rep, 8 (1). p. 9297. ISSN 2045-2322 (Public Dataset)

Beukema, P., Cecil, K. L., Peterson, E., Mann, V. R., Matsushita, M., Takashima, Y., Navlakha, S., Barth, A. L. (June 2018) TrpM8-mediated somatosensation in mouse neocortex. J Comp Neurol, 526 (9). pp. 1444-1456. ISSN 0021-9967

Navlakha, S., Bar-Joseph, Z., Barth, A. L. (January 2018) Network Design and the Brain. Trends Cogn Sci, 22 (1). pp. 64-78. ISSN 1364-6613

Dasgupta, S., Stevens, C. F., Navlakha, S. (November 2017) A neural algorithm for a fundamental computing problem. Science, 358 (6364). pp. 793-796. ISSN 0036-8075 (Public Dataset)

Conn, A., Pedmale, U. V., Chory, J., Navlakha, S. (July 2017) High-Resolution Laser Scanning Reveals Plant Architectures that Reflect Universal Network Design Principles. Cell Syst, 5 (1). 53-62.e3. ISSN 2405-4712 (Print)2405-4712

Navlakha, S. (February 2017) Learning the Structural Vocabulary of a Network. Neural Comput, 29 (2). pp. 287-312. ISSN 0899-7667

Singh, Shashank, Rashid, Sabrina, Long, Zhicheng, Navlakha, Saket, Salman, Hanna, Oltvai, Zoltan, Bar-Joseph, Ziv (April 2016) Distributed Gradient Descent in Bacterial Food Search. Research in Computational Molecular Biology, 9649. ISSN 978-3-319-31957-5

Chandrasekaran, S., Navlakha, S., Audette, N. J., McCreary, D. D., Suhan, J., Bar-Joseph, Z., Barth, A. L. (December 2015) Unbiased, High-Throughput Electron Microscopy Analysis of Experience-Dependent Synaptic Changes in the Neocortex. J Neurosci, 35 (50). pp. 16450-62. ISSN 0270-6474

Navlakha, S., Faloutsos, C., Bar-Joseph, Z. (September 2015) MassExodus: modeling evolving networks in harsh environments. Data Mining and Knowledge Discovery, 29 (5). pp. 1211-1232. ISSN 13845810 (ISSN)

Navlakha, S., Barth, A. L., Bar-Joseph, Z. (July 2015) Decreasing-Rate Pruning Optimizes the Construction of Efficient and Robust Distributed Networks. PLoS Comput Biol, 11 (7). e1004347. ISSN 1553-734x

Navlakha, S., Bar-Joseph, Z. (January 2015) Distributed information processing in biological and computational systems. Communications of the ACM, 58 (1). pp. 94-102. ISSN 00010782 (ISSN)

Navlakha, S., He, X., Faloutsos, C., Bar-Joseph, Z. (July 2014) Topological properties of robust biological and computational networks. J R Soc Interface, 11 (96). p. 20140283. ISSN 1742-5662

Navlakha, S., Ahammad, P., Myers, E. W. (October 2013) Unsupervised segmentation of noisy electron microscopy images using salient watersheds and region merging. BMC Bioinformatics, 14. p. 294. ISSN 1471-2105

Navlakha, S., Suhan, J., Barth, A. L., Bar-Joseph, Z. (July 2013) A high-throughput framework to detect synapses in electron microscopy images. Bioinformatics, 29 (13). i9-i17. ISSN 13674803 (ISSN) (Public Dataset)

Patro, R., Sefer, E., Malin, J., Marçais, G., Navlakha, S., Kingsford, C. (September 2012) Parsimonious reconstruction of network evolution. Algorithms for Molecular Biology, 7 (25). (Public Dataset)

Navlakha, S., Gitter, A., Bar-Joseph, Z. (August 2012) A network-based approach for predicting missing pathway interactions. PLoS Comput Biol, 8 (8). e1002640. ISSN 1553-734x

Navlakha, S., Bar-Joseph, Z. (November 2011) Algorithms in nature: the convergence of systems biology and computational thinking. Mol Syst Biol, 7. p. 546. ISSN 1744-4292

Navlakha, S., Kingsford, C. (April 2011) Network archaeology: uncovering ancient networks from present-day interactions. PLoS Comput Biol, 7 (4). e1001119. ISSN 1553-734x (Public Dataset)

Navlakha, S., Kingsford, C. (November 2010) Exploring biological network dynamics with ensembles of graph partitions. Pac Symp Biocomput. pp. 166-177. ISSN 2335-6928

Duggal, Geet, Navlakha, Saket, Girvan, Michelle, Kingsford, Carl (July 2010) Uncovering Many Views of Biological Networks Using Ensembles of Near-Optimal Partitions. MultiClust: 1st International Workshop on Discovering, Summarizing and Using Multiple ClusteringsHeld in Conjunction with KDD-2019.

Navlakha, S., Kingsford, C. (April 2010) The power of protein interaction networks for associating genes with diseases. Bioinformatics, 26 (8). pp. 1057-63. ISSN 1367-4803 (Public Dataset)

White, J. R., Navlakha, S., Nagarajan, N., Ghodsi, M. R., Kingsford, C., Pop, M. (March 2010) Alignment and clustering of phylogenetic markers--implications for microbial diversity studies. BMC Bioinformatics, 11 (3). p. 152. ISSN 1471-2105

Navlakha, S., Schatz, M. C., Kingsford, C. (February 2009) Revealing biological modules via graph summarization. J Comput Biol, 16 (2). pp. 253-64. ISSN 1066-5277

Book

Thor, A., Anderson, P., Raschid, L., Navlakha, S., Saha, B., Khuller, S., Zhang, X. N. (October 2011) Link prediction for annotation graphs using graph summarization. Lecture Notes in Computer Science, 7031 L (Part 1). Springer, pp. 714-729. ISBN 03029743 (ISSN); 9783642250729 (ISBN)

Navlakha, S., White, J., Nagarajan, N., Pop, M., Kingsford, C. (May 2009) Finding biologically accurate clusterings in hierarchical tree decompositions using the variation of information. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5541 L . Springer, pp. 400-417. ISBN 03029743 (ISSN); 9783642020070 (ISBN)

Navlakha, S., Rastogi, R., Shrivastava, N. (June 2008) Graph summarization with bounded error. ACM, 419-431; Art no. 1376661. ISBN 07308078 (ISSN); 9781605581026 (ISBN)

Shahri, H. H., Namata, G., Navlakha, S., Deshpande, A., Roussopoulos, N. (September 2007) A graph-based approach to vehicle tracking in traffic camera video streams. Proceedings of the 4th workshop on Data management for sensor networks: in conjunction with 33rd International Conference on Very Large Data Bases , 273 . ACM International Conference Proceeding Series, pp. 19-24. ISBN 9781595939111 (ISBN)