Horacio Rotstein
Professor, Biological Sciences
CKB 420-D Central King Building (CKB)
Education
Ph.D. ; Technion, Israel Institute of Technology ; Applied Mathematics ; 1998

M.S. ; Technion, Israel Institute of Technology ; Applied Mathematics ; 1994

Licenciado en Quimica (5 years program) ; Universidad Nacional del Sur ; Icenciado En Quimica (5 Years Program) Chemistry ; 1989

2025 Fall Courses
BIOL 491 - SENIOR PROJECT

BIOL 790A - DOCT DISSERTATION & RESRCH

BIOL 790E - DOCTORAL DISSERTATION

BIOL 635 - INTRO TO COMP NEUROSCIENCE

MATH 430 - ANALYTICL & COMPUTNL NEUROSCI

BIOL 492 - RESEARCH & INDEPENDENT STUDY

BIOL 725 - INDEPENDENT STUDY I

BIOL 726 - INDEPENDENT STUDY II

BIOL 790C - DOCTORAL DISSERTN & RESRCH

BIOL 432 - INTRO TO COMP NEUROSCIENCE

MATH 635 - ANALYTCL COMPUTATIONAL NEURO

BIOL 790B - DOCT DISSERTATION & RESRCH

BIOL 700B - MASTER'S PROJECT

BIOL 792B - PRE-DOCTORAL RESEARCH

BIOL 790D - DOCT DISSERTATION & RESRCH

BIOL 792C - PRE-DOCTORAL RESEARCH

Teaching Interests
Applied Mathematics, Mathematical Biology, Dynamical Systems, Computational Neuroscience, Systems Biology
Past Courses
BIOL 432: INTRO TO COMP NEUROSCIENCE

BIOL 436: ADVANCED NEUROSCIENCE MODELING

BIOL 470: DYNAMIC PRINC IN SYSTEMS BIOL

BIOL 498: SPECIAL TOPICS IN BIOLOGY

BIOL 631: PROPOSAL PREP FOR EXTNL FUNDIN

BIOL 635: INTRO TO COMP NEUROSCIENCE

BIOL 636: ADVANCED COMP NEUROSCIENCE

BIOL 672: COMPUTATIONAL SYSTEMS BIOLOGY

BIOL 698: ST: COMPUTATIONAL NEUROSCIENCE

BIOL 731: PROPOSAL PREP FOR EXTNL FUNDIN

BIOL 791: BIOLOGY SEMINAR

MATH 111: CALCULUS I

MATH 111: CALCULUS I - HONORS

MATH 112: CALCULUS II

MATH 112: CALCULUS II - HONORS

MATH 211: CALCULUS IIIA

MATH 222: DIFFERENTIAL EQUATIONS

MATH 337: LINEAR ALGEBRA

MATH 371: PHYSIOLOGY AND MEDICINE

MATH 430: ANALYTICAL AND COMPUTATIONAL NEUROSCIENCE

MATH 430: ANALYTICL & COMPUTATNL NEUROSCI

MATH 430: ANALYTICL & COMPUTNL NEUROSCI

MATH 431: SYSTEMS COMPUTATIONAL NEUROSCIENCE

MATH 451: METHODS APPL MATH II

MATH 473: INTERMED DIFFEREN EQUATN

MATH 635: ANALYTCL COMPUTATIONAL NEURO

MATH 635: ANALYTICAL COMPUTATIONAL NEUROS

MATH 635: ANALYTICAL COMPUTATIONAL NEUROSCIENCE

MATH 636: SYSTEMS COMPUTATIONAL NEUROSCIENCE

MATH 636: SYSTM COMPUTATNL NEUROSCI

MATH 637: FOUND OF MATHEMATICAL BIOLOGY

Research Interests
Mathematical and Computational Neuroscience, Dynamical Systems, Mathematical and Computational Biology and Chemistry, Systems Biology
Journal Article
Horacio G. Rotstein, David Sant, Alfred Amendolara, Eric S. Fortune. 2023. "LSTM-Based Recurrent Neural Network Provides Effective Short Term Flu Forecasting." BMC Publich Health , vol. 23 , pp. 1788.

Eric Lowet , Rebeca Mount, Ulises Chialva, Rodrigo Pena, Michael Hasselmo, Horacio G. Rotstein, xue Han. 2023. "Cellular voltage rhythmicity organizes distinct spiking output modes in the hippocampus." Cell Reports , vol. 42 , pp. 112906.

Ulises Chialva, Vicente Gonzalez Bosca, Horacio G. Rotstein. 2023. "Low-dimensional models of single neurons: A review." Biological Cybernetic , vol. 117 , pp. 163-183.

Xinping Li, Omar Itani, Dirk M. Bucher, Horacio G. Rotstein, Farzan Nadim. 2023. "Distinct Mechanisms Underlie Electrical Coupling Resonance and Its Interaction with Membrane Potential Resonance." Frontiers in Systems Biology , vol. 3 , pp. 1122433.

Daniel Levenstein, Manny Authors, Manny Authors, Horacio G. Rotstein, Farzan Nadim, David Redish. 2023. "On the role of theory and modeling in neuroscience." The Journal of Neuroscience , vol. 43 , pp. 1074-1088.

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Conference Proceeding
"Intrinsic ionic dynamics, oscillations, and resonance are reflected in and can be extracted from neuronal spike-train cross-correlations"
2022 Conference on Cognitive Computational Neuroscience, September, 2022.

Chapter
David M Fox, Horacio G. Rotstein, Farzan Nadim. "Bursting in Neurons and Small Networks." In Jaeger, Dieter; Jung, Ranu, eds., pp. 1-17. Springer, 2014.

Horacio G. Rotstein. "Subthreshold amplitude and phase resonance in single cells." In Jaeger, Dieter; Jung, Ranu, eds., pp. 1 - 12. Springer, 2014.

Horacio G. Rotstein. "Mixed-mode oscillations in single neurons." In Jaeger, Dieter; Jung, Ranu, eds., pp. 1 - 13. Springer, 2014.