Scott W Linderman is an Assistant Professor of Statistics at Stanford University with courtesy appointments in Electrical Engineering and Computer Science. He serves as an Institute Scholar in the Wu Tsai Neurosciences Institute and is affiliated with Stanford Bio-X and the Stanford AI Lab. Education: PhD in Computer Science (2016) - Harvard University SM in Computer Science (2013) - Harvard University BS in Electrical and Computer Engineering (2008) - Cornell University 3 years as Microsoft software engineer before graduate school His research focuses on machine learning and computational neuroscience , developing: Advanced state space models (rSLDS, GP-SLDS) behavioral time series methods (GIMBAL, Keypoint MoSeq) deep state space architectures (S5, ELK) point process models (PP-Seq) scalable inference algorithms (SIXO, Structure-exploiting VI) Key collaborations include: Prof. David Anderson (Caltech) - hypothalamic dynamics Prof. Bob Datta (Harvard Medical School) - behavioral sequencing Prof. Chris Ré (Stanford) - biomedical ML Prof. David Sussillo (Stanford) - neural network theory Scientific contributions: Developed SSM and Dynamax software packages Leonard J. Savage Award recipient (2016) Bridging reinforcement learning and neural dynamics Advancing 3D keypoint tracking and behavioral syllable analysis Labs & teams: Linderman Lab - computational neuroscience Stanford AI Lab - machine learning Wu Tsai Neurosciences Institute - interdisciplinary research Stanford Bio-X - cross-departmental collaboration
Mark G Barad is an Associate Clinical Professor in the Department of Psychiatry and Biobehavioral Sciences at the UCLA School of Medicine. His research focuses on the neural mechanisms of fear conditioning and extinction, with significant implications for developing treatments for anxiety disorders. Dr. Barad's primary research interests include: Fear conditioning and extinction mechanisms Neural circuitry of emotional memory, particularly amygdala function Pharmacological interventions targeting calcium channels and neurotransmitter systems Molecular mechanisms underlying memory processes Translational research from rodent models to clinical applications His publication record from 2002-2009 reveals a consistent research trajectory examining how various biological mechanisms affect fear extinction, with particular emphasis on L-type calcium channels, dopamine receptors, and adrenergic transmission. His work bridges basic neuroscience with clinical applications for anxiety disorders, PTSD, and memory-related conditions. Dr. Barad has served as Principal Investigator on multiple NIH-funded research projects: "Translating Extinction of Fear to Anxiety Disorder Treatment" (NIH R21MH072259, 2004-2007) "Conference on Childhood, Culture, and Neurodevelopment" (NIH R13HD048149, 2004-2009) "Rodent models of anxiety disorder treatment" (NIH K08MH064532, 2002-2005) His research has been widely cited in the field, with several publications receiving substantial attention for their contributions to understanding the biological basis of fear memory processes and their potential clinical applications.
Eduardo Izquierdo Torres is an Associate Professor in the Department of Electrical and Computer Engineering at Rose-Hulman Institute of Technology. His academic work bridges multiple disciplines including Artificial Intelligence, Cognitive Science, Neuroscience, Robotics, and Electrical and Computer Engineering, contributing to the excellence of education at Rose-Hulman through his highly interdisciplinary approach. Dr. Izquierdo received his academic degrees from prestigious institutions: Ph.D. in Computer Science and AI (2008) from the Centre for Computational Neuroscience and Robotics at the University of Sussex, Brighton, UK Master of Science in Intelligent Systems (2004) from the University of Sussex, Brighton, UK Bachelor of Science in Computer Engineering (2002) from Universidad Simon Bolivar, Venezuela Dr. Izquierdo's research focuses on understanding intelligence in living organisms and developing artificial systems with similar robustness, flexibility, and adaptivity. His work spans Evolutionary and Adaptive Systems, including Evolutionary Robotics, Cognitive Science, Artificial Life, Evolutionary Computation, Morphological Computation, Embodied Intelligence, Evolutionary Hardware, Neuromorphic Engineering, BioRobotics, NeuroRobotics, and Biologically-Inspired Artificial Intelligence. He takes an integrated approach, studying how behavior arises from the interaction between brains, bodies, and environments through computational models of complete brain-body-environment systems. His recent publications demonstrate a strong trend toward understanding social interaction, neural plasticity, and multifunctional neural circuits, particularly using C. elegans as a model organism. His work combines computational neuroscience with artificial life principles to explore how complex behaviors emerge from neural circuits, with applications in robotics and artificial intelligence. Many of his recent papers focus on perceptual crossing, central pattern generation, and the role of homeostatic plasticity in neural networks. Dr. Izquierdo has received significant recognition for his research: NSF CAREER award: "From connectome to behavior: computational models of multifunctional neural circuits in C. elegans" (2019-2025), $882,772.00 as PI NSF Workshop grant: "Functional logic of neural circuits: diamonds in the rough" (Part 2, 2022-2023), $50,000.00 as Co-PI NSF Workshop grant: "Functional logic of neural circuits: diamonds in the rough" (Part 1, 2021-2022), $50,000.00 as Co-PI NSF Supplemental grant: "Reinforcement learning in dynamical recurrent neural networks" (2021), $50,683.00 as PI Winner of the 2021 ISAL (International Society of Artificial Life) Outstanding Student Paper Award Dr. Izquierdo has advised numerous graduate students, including PhD candidates Lindsay Stolting, Zachary Laborde, Andrew Claros, Josh Nunley, and Haily Merritt, as well as postdoctoral researchers Dr. Madhavun Candadai and Dr. Jason Yoder. His research has been consistently supported by multiple NSF grants totaling over $1.5 million, demonstrating the significance and impact of his work in computational neuroscience and bio-inspired AI. His grants have focused on understanding neural circuits in C. elegans, reinforcement learning in neural networks, and computational models of behavior. Dr. Izquierdo leads a research group focused on computational neuroethology and bio-inspired AI, with collaborative projects involving researchers from multiple institutions. His lab develops computational models of brain-body-environment systems, with particular expertise in neuromechanical models of C. elegans. He has created numerous open-source software tools for analysis and simulation, including packages for information theoretic analysis, connectome exploration, and neuromechanical modeling. His collaborative work with researchers like Dr. Erick Olivares, Prof. Randall Beer, and others has produced significant advances in understanding how neural circuits generate behavior.
Dr. Tatiana Novoselova serves as a Lecturer in Medical Sciences at the Institute of Health Sciences Education (IHSE) within Queen Mary University of London's Faculty of Medicine and Dentistry. She co-leads the Metabolism module for Phase 1 of the MBBS program and acts as Senior Internal Examiner for Year 2 Paper B, while teaching Metabolism and Brain and Behaviour modules across Year 1-2 MBBS and Graduate Entry Programme cohorts. Her educational background includes an MBBS from a top Russian medical school, followed by a PhD in Molecular and Cellular Neuroscience at University College London. This foundation supports her dual expertise in clinical education and laboratory research. Novoselova's research centers on molecular mechanisms of neurodegenerative disorders and ataxias, with significant contributions to understanding central metabolic regulation, obesity pathophysiology, and adrenal gland physiology. Her work bridges neuroscience and endocrinology through investigations of melanocortin receptor signaling, mitochondrial dysfunction in optic atrophy, and adrenal zonation defects. Analysis of her 15 most recent publications (2013-2022) reveals a consistent focus on genetic and molecular underpinnings of disease, utilizing iPSC models, multi-omic profiling, and animal studies. Key thematic clusters include optic atrophy mechanisms (OPA1-related), adrenal insufficiency genetics (MRAP/NNT pathways), and obesity-related neural circuits (melanocortin systems), demonstrating translational approaches from basic science to therapeutic strategies. No scientific awards, prizes, fellowships, or medals were documented in the source material. During her tenure at Middlesex University London, Novoselova supervised MSc and PhD students while leading the MSc Computational Neuroscience program. Current advising roles at Queen Mary include Senior Tutor and Academic Adviser for MBBS students, though specific grant funding details remain unreported. Her academic leadership extends to REF2021 contributions and ethics committee service. While collaborative research networks are evident through co-authored publications on adrenal physiology and neurodegeneration, explicit laboratory affiliations or dedicated research teams at Queen Mary were not specified in the available documentation.
Dr. Richard Anderson serves as a Lecturer in the Discipline of Audiology within La Trobe University's School of Allied Health, Human Services and Sport since 2019. With over 10 years of clinical experience spanning paediatric audiology, diagnostic audiology, and aural rehabilitation, he bridges clinical practice with developmental neuroscience research. His current work focuses on advancing understanding and treatment of auditory conditions in young children. His educational background includes: Doctor of Philosophy in Neuroscience (University of Melbourne, 1994-1998) Master of Clinical Audiology (University of Melbourne, 2013-2014) Bachelor of Science (Honours) (University of Melbourne, 1990-1993) Anderson's research evolved from foundational studies on neural crest development and enteric nervous system formation (2007-2013) toward clinical audiology investigations, particularly paediatric hearing loss and tinnitus. His recent publications demonstrate methodological diversity, incorporating systematic reviews, cost-effectiveness analyses, and translational approaches to address auditory disorders. His scientific contributions have been recognized through prestigious awards: NH&MRC - R.D. Wright Fellow (2007-2010) Sir Colin and Lady McKenzie Research Fellow (2005-2006) NH&MRC C.J. Martin/R.G. Menzies Fellowship (2000-2002 and 2003-2004) Research funding has supported his work through competitive national fellowships, while his collaborative network spans audiology, neuroscience, and gastroenterology disciplines. Current projects focus on tinnitus mechanisms and evidence-based interventions for childhood hearing disorders. He maintains active clinical engagement as an Audiology Australia Accredited Audiologist while leading research initiatives within La Trobe's audiology discipline.
Dr. Emily E. Noble serves as Associate Professor in the Department of Nutritional Sciences within the University of Georgia's College of Family and Consumer Sciences, where she directs the Nutritional Neuroscience Laboratory. Her research employs rodent models to investigate brain mechanisms controlling feeding behavior, energy balance, and diet-cognition relationships, with particular focus on obesity development and Western diet impacts. Her academic credentials include: PhD in Nutrition, University of Minnesota (2014) MS in Nutrition, University of Minnesota (2010) BA in Natural Science, Hampshire College (2001) Dr. Noble's research program examines neural signaling pathways regulating eating behaviors, body weight control mechanisms, and the cognitive consequences of adolescent nutrition and Western diets. Her laboratory investigates how dietary components alter hippocampal function and memory processes through gut-brain axis interactions, utilizing behavioral paradigms and neurobiological techniques to map neural circuits involved in food motivation and impulsivity. Current projects explore food insecurity effects, cannabinoid signaling, and developmental programming of obesity. Analysis of her 15 most recent publications reveals consistent thematic focus on nutritional neuroscience with strong emphasis on developmental windows (adolescence/early life), sex differences, and translational mechanisms linking diet to neural function. Her work spans molecular neuroendocrinology (leptin, oxytocin, MCH systems), behavioral phenotyping (food impulsivity, memory tests), and metabolic outcomes, demonstrating interdisciplinary integration of nutrition science and neuroscience. Her scientific recognition includes: Fellow of The Obesity Society (2023) Charles B. Knapp Early Career Scholar Award (2022) Bioserv Award in Experimental Animal Nutrition (2022) Multiple early-career awards from UGA and professional societies Dr. Noble actively mentors undergraduate researchers (evidenced by FACS Mentoring Award) and graduate students through FDNS 6900/8900 seminars. Her research is supported by grants from The Obesity Society and American Society for Nutrition, with recent funding recognizing innovative approaches to ingestive behavior research. She serves on editorial boards for Obesity Reviews and Physiology & Behavior , and holds leadership positions in The Obesity Society (Basic Science Representative) and Society for the Study of Ingestive Behavior. The Nutritional Neuroscience Laboratory maintains active rodent facilities for behavioral testing and neurobiological analysis, with current projects examining adolescent dietary interventions, astrocyte-neuron interactions in feeding circuits, and translational models of diet-induced cognitive impairment. Dr. Noble's team collaborates with exercise physiologists and microbiome researchers to investigate multi-system interactions in metabolic health.
Athanassios G. (Thanos) Siapas is a Professor of Computation and Neural Systems at the California Institute of Technology (Caltech). He holds the Bren Scholar distinction (2003-2008) and served as Executive Officer of the Computation and Neural Systems department from 2017-2020. His research focuses on understanding neural network mechanisms underlying learning and memory, particularly the interplay between hippocampal and neocortical circuits during memory consolidation. His work employs multi-electrode recordings, two-photon imaging, and theoretical models to study neuronal interactions in awake animals. Key achievements include developing novel neural recording technologies and being named a Vannevar Bush Faculty Fellow (2015) and recipient of the NIH Pioneer Award (2011). He teaches core courses such as CNS 100 and advanced topics in systems neuroscience. Current projects include investigating hippocampal CA3 dynamics during ripples, subthreshold membrane potential fluctuations, and the role of inhibition in memory processing. His lab's interdisciplinary approach combines experimental neuroscience with computational methods, aiming to bridge gaps between neural circuits and cognitive functions. Ongoing efforts focus on advancing neurotechnology for dense 3D brain recordings and understanding cortical-hippocampal coordination during memory formation.
Karin Roelofs is a Full Professor of Experimental Psychopathology at Radboud University, affiliated with the Behavioural Science Institute (BSI) and the Donders Institute: Centre for Cognitive Neuroimaging (DCCN). She previously held positions as Associate Professor at Leiden University (2007–2011) and Assistant Professor (2002–2006). Her clinical registrations include certifications as a Cognitive Behavioral Therapist (2004) and Healthcare Psychologist (2001). Education & Early Career: PhD student at Radboud University (1997–2001), focusing on cognition and information processing. Junior Researcher at the NIH (USA, 1996–1997), Pediatric Branch. Research Interests: Her work bridges cognitive neuroscience, psychopathology, and neuroendocrinology. Key areas include: Neuroendocrine mechanisms in social affective disorders. Neural control of defensive behaviors (e.g., freezing). Effects of stress hormones on cognition and emotion regulation. Testosterone’s role in social and emotional behaviors. Awards & Recognition: 2017: NIAS selection panel member. 2015: Radboud Science Award and Young Academy of Europe membership. 2013: Editors' Choice Award from the Organization for Human Brain Mapping. Grants & Funding: Secured over €5.3 million in competitive grants, including: ERC Starting Grant (€1.5M). NWO Vici Grant (€1.5M). Multiple fellowships from Netherlands Brain Foundation and other agencies. Labs & Teams: Leads research at the epanlab (http://www.epanlab.nl), focusing on neural mechanisms of emotion and action control.
Wayne Pratt is a Professor of Psychology at Wake Forest University, specializing in the neuropharmacological mechanisms underlying feeding behavior, motivation, and reward processing. His research focuses on the interactions between neurotransmitter systems (dopamine, serotonin, opioids) and brain regions (nucleus accumbens, ventral tegmentum) that regulate food intake, binge eating, and effort-based decision-making. Key Research Areas: Behavioral neuroscience, neuropharmacology, reward circuitry, obesity neurobiology Methodological Expertise: Rat models, receptor stimulation/blockade, effort-based choice tasks, reinstatement paradigms Recent work examines how mu opioid and GLP-1 receptors modulate binge-like consumption, while earlier studies characterized serotonin receptor subtypes (5-HT2C, 5-HT6) in reward valuation. His findings contribute to understanding the neural basis of eating disorders and obesity. Selected Collaborations: Investigated pharmacological agents (lorcaserin, D-fenfluramine) for anti-obesity properties, and explored corticostriatal-hypothalamic integration of energy balance and reward.
J. Christopher Holt is an Associate Professor in the Department of Otolaryngology at the University of Rochester School of Medicine and Dentistry. He leads the Holt Lab, which focuses on the synaptic pharmacology of the vestibular apparatus, investigating how efferent feedback mechanisms modulate sensory input to the brain. Education: Ph.D. in Pharmacology from Tulane University School of Medicine (1994-1999) Postdoctoral Training at University of Chicago (2000-2005) M.S. in Biology from University of Louisiana at Monroe (1991-1994) B.S. in Biology and Chemistry from University of North Carolina at Pembroke (1986-1991) Holt's research centers on the cellular and molecular mechanisms of synaptic transmission in the vestibular periphery. His work examines how efferent feedback mechanisms modulate sensory information regarding head position and movement. The vestibular system, which begins as small detectors in the inner ear, is endowed with prominent efferent innervation whose functional role is relatively unknown. Holt's lab takes a reductionistic approach to address vestibular efferent system function from multiple vantage points: identifying receptor mechanisms, characterizing how these mechanisms modulate afferent response properties, identifying efferent discharge patterns, and developing behavioral assays for monitoring vestibular efferent function. His recent publications reveal a consistent focus on cholinergic mechanisms in vestibular function, with particular attention to how efferent pathways modulate afferent responses. There's a clear progression from basic mechanistic studies in animal models toward understanding these processes in mammals, including humans. A significant theme across his work is the role of specific receptor types (particularly nicotinic and muscarinic acetylcholine receptors) and their downstream effectors in generating different afferent responses to efferent stimulation. Scientific Awards: Advanced Predoctoral Fellowship (1997-1999) James F. Ebert Award (1989) J.P. Stevens Scholarship (1989-1990) Chancellor's Scholar Program (1986-1991) Holt mentors graduate students and postdoctoral scholars in neurophysiological, pharmacological, and immunohistochemical methods for studying vestibular synaptic transmission. His lab provides training in multiple animal models and computational techniques for data analysis. The lab has multiple ongoing projects examining efferent receptors and synaptic mechanisms, modification of vestibular output during efferent stimulation, characterization of vestibular efferent neurons, and behavioral assessment of efferent function. The Holt Lab maintains strong affiliations with multiple departments and programs at the University of Rochester, including Neuroscience, the Del Monte Institute for Neuroscience, Cellular and Molecular Pharmacology and Physiology, and various PhD programs. This multidisciplinary approach allows for comprehensive investigation of vestibular function from molecular to behavioral levels.
Prof. Dr. Martin Bastmeyer is a Full Professor and Head of the Department for Cell- and Neurobiology at the Karlsruhe Institute of Technology (KIT). He holds leadership roles including former Dean of the Faculty for Chemistry and Biosciences at KIT and spokesperson for the Helmholtz Society's BioInterfaces Programme. His research focuses on cell-neurobiology, mechanobiology, and advanced biomaterials, particularly 3D microscaffolds for cell studies. Education: Diploma in Biology (1984), PhD in Cell Biology (1989), Habilitation in Cell- and Neurobiology (1996) Research interests include cell-matrix interactions, stem cell engineering, and biophotonics applications. He pioneered studies on neural adhesion molecules and 3D-printed biomaterials for tissue engineering. Key achievements include developing mechano-responsive hydrogels and elucidating molecular mechanisms in cardiac maturation. Awards include the Erwin-Schrödinger-Prize (2016) for interdisciplinary research. His work bridges material science and biology through innovative microfabrication techniques and functional cell niches. Awards: BRIDGE Fellowship (2018), Heisenberg Fellowship (1998–2001) Prof. Bastmeyer leads interdisciplinary teams in KIT's BioInterfaces and Karlsruhe School of Optics & Photonics (KSOP), advancing biofunctional materials and cell-mechanics research. His labs utilize cutting-edge imaging and microengineering to study cellular responses to mechanical cues and environmental stimuli.
Dr. Nigel Rogasch is an ARC Externally-Funded Research Fellow at the University of Adelaide's School of Biomedicine within the Faculty of Health and Medical Sciences. He is affiliated with the SAHMRI (South Australian Health and Medical Research Institute) and the Adelaide Health & Medical Sciences Building (AHMS). His primary research focuses on combining transcranial magnetic stimulation (TMS) with neuroimaging techniques (EEG, MRI) to investigate brain dynamics, plasticity, and their roles in healthy and disordered cognition. Research Interests: Understanding mechanisms of working memory and short-term memory Developing TMS-EEG methods to study cortical networks Exploring excitation/inhibition imbalances in schizophrenia and other mental illnesses Modeling how brain stimulation interacts with cortical circuits His work emphasizes translational applications of brain stimulation in clinical settings, such as treating aphasia and autism spectrum disorder. He actively supervises Honours and HDR students in cognitive neuroscience, neurophysiology, and engineering-related fields. Labs & Teams: Brain stimulation, imaging and cognition group at SAHMRI and AHMS.
Nina Milosavljevic is a Lecturer in the Division of Neuroscience, focusing on retinal physiology, optogenetics, and the role of light in biological rhythms. Her work contributes to UN Sustainable Development Goals related to health and well-being. Research Interests: Vision systems, optogenetics, retinal ganglion cells, circadian rhythms, and light effects on behavior. Projects: Biological rhythms, sensory systems, and circadian timing mechanisms. Publications: Over 30 peer-reviewed articles, including studies on retinal cell types, ipRGC signaling, and optogenetic tools. Contributions: Dataset on G-protein signaling mechanisms and collaborative work on retinal degeneration. Labs/Teams: Involved in the Centre for Biological Timing and interdisciplinary projects on sensory systems and brain disorders.
Laura Colgin is a Professor in the Department of Neuroscience at the University of Texas at Austin, serving as Director of the Center for Learning and Memory and holding the Karl Folkers Chair in Interdisciplinary Biomedical Research. Her work focuses on understanding how neuronal oscillations in the hippocampus and entorhinal cortex coordinate population activity during learning and memory. She employs advanced techniques like multisite tetrode and Neuropixels recordings in freely behaving animals to study memory representation and disturbances in rodent models of cognitive disorders. Her research interests span electrophysiology, optogenetics, computational neuroscience, and behavioral analysis, with a focus on translating findings to understand learning disabilities and memory disorders. Colgin directs the Colgin Lab, which investigates rhythmic coordination in neural circuits and its impact on spatial navigation, memory consolidation, and cognitive impairments. Recent publications highlight her work on hippocampal gamma rhythms’ role in encoding novel experiences, sleep-dependent memory replay, and disturbances in oscillatory patterns in models of epilepsy-bipolar disorder comorbidity. She also explores spatial coding differences during slow vs. fast gamma rhythms and the effects of early-life stress on long-term cognitive decline. Awards: BBRF Distinguished Investigator (2024) Suffrage Science Award (2020) NSF CAREER Award (2015) Labs/Teams: Colgin Lab, Center for Learning and Memory Her interdisciplinary approach bridges basic neuroscience with translational research, addressing mechanisms underlying memory disorders and developing models to study cognitive dysfunction.
Adam Haber is an Assistant Professor of Computational Biology and Environmental Health at the Harvard T.H. Chan School of Public Health. His research focuses on understanding the interplay between environmental exposures, cellular mechanisms, and public health outcomes, with a particular emphasis on respiratory diseases, infectious disease sequelae, and the impact of climate change. He integrates computational approaches with experimental biology to study epithelial cell biology, immune responses, and disease pathogenesis. Key research areas include: lung epithelial development and repair, mechanisms underlying asthma and chronic respiratory conditions, long-term effects of SARS-CoV-2 on sensory systems, and environmental justice related to housing conditions and asthma disparities. His work bridges basic science and translational research, with recent studies exploring lipid metabolic reprogramming in chronic chemosensory dysfunction, myeloid cell dysregulation in post-COVID conditions, and the role of Hic-5 in bronchial epithelial mechanotransduction. His studies frequently employ single-cell profiling, spatial transcriptomics, and proteomic analyses to dissect cellular heterogeneity and signaling pathways. Notable findings include identifying Hic-5 as a master regulator of mechanical responses in asthma, linking poor housing conditions to childhood asthma rates in urban areas, and characterizing molecular circuits governing lung epithelial cell fate plasticity. His research also addresses climate change impacts on allergic disease prevalence and fungal pathogen interactions with airway epithelia. Despite his prolific publication record, no specific awards or grants are explicitly mentioned in the provided texts. His research team collaborates across disciplines, leveraging computational biology tools to address pressing public health challenges.
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