Theodore W. Berger

Vasilis Z. Marmarelis, Dae C. Shin, Dong Song, Robert E. Hampson, Sam A. Deadwyler, Theodore W. Berger: Nonlinear modeling of dynamic interactions within neuronal ensembles using Principal Dynamic Modes. Journal of Computational Neuroscience 34(1): 73-87 (2013)

Ioan Opris, Robert E. Hampson, Greg A. Gerhardt, Theodore W. Berger, Sam A. Deadwyler: Columnar Processing in Primate pFC: Evidence for Executive Control Microcircuits. J. Cognitive Neuroscience 24(12): 2334-2347 (2012)

Ude Lu, Shane M. Roach, Dong Song, Theodore W. Berger: Nonlinear Dynamic Modeling of Neuron Action Potential Threshold During Synaptically Driven Broadband Intracellular Activity. IEEE Trans. Biomed. Engineering 59(3): 706-716 (2012)

Ude Lu, Dong Song, Theodore W. Berger: Nonlinear Dynamic Modeling of Synaptically Driven Single Hippocampal Neuron Intracellular Activity. IEEE Trans. Biomed. Engineering 58(5): 1303-1313 (2011)

Jean-Marie Bouteiller, Sushmita L. Allam, Eric Y. Hu, Renaud Greget, Nicolas Ambert, Anne Florence Keller, Serge Bischoff, Michel Baudry, Theodore W. Berger: Integrated Multiscale Modeling of the Nervous System: Predicting Changes in Hippocampal Network Activity by a Positive AMPA Receptor Modulator. IEEE Trans. Biomed. Engineering 58(10): 3008-3011 (2011)

Will X. Y. Li, Ray C. C. Cheung, Wei Zhang, Rosa H. M. Chan, Dong Song, Theodore W. Berger: FPGA Architecture of Generalized Laguerre-Volterra MIMO Model for Neural Population Spiking Activities. FCCM 2011: 254

Will X. Y. Li, Rosa H. M. Chan, Wei Zhang, C. W. Yu, Ray C. C. Cheung, Dong Song, Theodore W. Berger: FPGA Architecture of Generalized Laguerre-Volterra MIMO Model for Neural Population Activities. FPL 2011: 44-49

Ali Yousefi, Alireza A. Dibazar, Theodore W. Berger: Supervised learning in a single layer Dynamic Synapses Neural Network. IJCNN 2011: 2250-2257

Hyung-Ook Park, Alireza A. Dibazar, Theodore W. Berger: Discrete Synapse Recurrent Neural Network with time-varying delays for nonlinear system modeling and its application on seismic signal classification. IJCNN 2011: 2374-2381

Theodore W. Berger, Zhe (Sage) Chen, Andrzej Cichocki, Karim G. Oweiss, Rodrigo Quian Quiroga, Nitish V. Thakor: Signal Processing for Neural Spike Trains. Comp. Int. and Neurosc. 2010 (2010)

Bing Lu, Alireza A. Dibazar, Theodore W. Berger: Noise-robust acoustic signature recognition using nonlinear Hebbian learning. Neural Networks 23(10): 1252-1263 (2010)

Theodore W. Berger, Dong Song, Rosa H. M. Chan, Vasilis Z. Marmarelis: The Neurobiological Basis of Cognition: Identification by Multi-Input, Multioutput Nonlinear Dynamic Modeling. Proceedings of the IEEE 98(3): 356-374 (2010)

Hyung-Ook Park, Alireza A. Dibazar, Theodore W. Berger: Design of a helmet-mounted microphone array for sound localization. ICASSP 2010: 1478-1481

Ali Yousefi, Alireza A. Dibazar, Theodore W. Berger: The Application of Non-Homogenous HMM on the Detection of Security Fence Breaches. ICASSP 2010: 1606-1609

Alireza A. Dibazar, Sageev T. George, Theodore W. Berger: Statistical spiking model for real world pattern recognition applications. IJCNN 2010: 1-4

Hyung-Ook Park, Alireza A. Dibazar, Theodore W. Berger: Discrete Synapse Recurrent Neural Network for nonlinear system modeling and its application on seismic signal classification. IJCNN 2010: 1-7

Dong Song, Vasilis Z. Marmarelis, Theodore W. Berger: Parametric and non-parametric modeling of short-term synaptic plasticity. Part I: computational study. Journal of Computational Neuroscience 26(1): 1-19 (2009)

Dong Song, Zhuo Wang, Vasilis Z. Marmarelis, Theodore W. Berger: Parametric and non-parametric modeling of short-term synaptic plasticity. Part II: Experimental study. Journal of Computational Neuroscience 26(1): 21-37 (2009)

Dong Song, Rosa H. M. Chan, Vasilis Z. Marmarelis, Robert E. Hampson, Sam A. Deadwyler, Theodore W. Berger: Nonlinear modeling of neural population dynamics for hippocampal prostheses. Neural Networks 22(9): 1340-1351 (2009)

Hyung-Ook Park, Alireza A. Dibazar, Theodore W. Berger: Cadence analysis of temporal gait patterns for seismic discrimination between human and quadruped footsteps. ICASSP 2009: 1749-1752

Angelika Dimoka, Spiros H. Courellis, Ghassan I. Gholmieh, Vasilis Z. Marmarelis, Theodore W. Berger: Modeling the Nonlinear Properties of the in vitro Hippocampal Perforant Path-Dentate System Using Multielectrode Array Technology. IEEE Trans. Biomed. Engineering 55(2): 693-702 (2008)

Bing Lu, Alireza A. Dibazar, Theodore W. Berger: Nonlinear Hebbian Learning for noise-independent vehicle sound recognition. IJCNN 2008: 1336-1343

Theodore W. Berger: Implantable biomimetic electronics as neural prostheses for lost memory function. IUI 2008: 441

Dong Song, Rosa H. M. Chan, Vasilis Z. Marmarelis, Robert E. Hampson, Sam A. Deadwyler, Theodore W. Berger: Nonlinear Dynamic Modeling of Spike Train Transformations for Hippocampal-Cortical Prostheses. IEEE Trans. Biomed. Engineering 54(6): 1053-1066 (2007)

Walid V. Soussou, Geoffrey J. Yoon, Roberta Diaz Brinton, Theodore W. Berger: Neuronal Network Morphology and Electrophysiologyof Hippocampal Neurons Cultured on Surface-Treated Multielectrode Arrays. IEEE Trans. Biomed. Engineering 54(7): 1309-1320 (2007)

Bing Lu, Walter M. Yamada, Theodore W. Berger: Asymmetric Synaptic Plasticity Based on Arbitrary Pre- and Postsynaptic Timing Spikes Using Finite State Model. IJCNN 2007: 841-846

Alireza A. Dibazar, Hyung-Ook Park, Theodore W. Berger: The Application of Dynamic Synapse Neural Networks on Footstep and Vehicle Recognition. IJCNN 2007: 1842-1846

Bing Lu, Walter M. Yamada, Theodore W. Berger: Nonlinear Queuing Model for Dynamic Synapse with Multiple Transmitter Pools. IJCNN 2006: 181-187

Alireza A. Dibazar, Abhijith Bangalore, Hyung-Ook Park, Sageev T. George, Walter M. Yamada, Theodore W. Berger: Hardware Implementation of Dynamic Synapse Neural Networks for Acoustic Sound Recognition. IJCNN 2006: 2015-2022

Ghassan I. Gholmieh, Spiros H. Courellis, Vasilis Z. Marmarelis, Theodore W. Berger: Detecting CA1 short-term plasticity variations associated with changes in stimulus intensity and extracellular medium composition. Neurocomputing 63: 465-481 (2005)

Hassan H. Namarvar, Theodore W. Berger: An efficient training algorithm for dynamic synapse neural networks using trust region methods. Neural Networks 16(5-6): 585-591 (2003)

Theodore W. Berger: Building Replacement Parts for the Brain: A New Era in Neural Prothetcis, SIGMOD Conference 1999, Keynote Speech, Video. ACM SIGMOD Digital Symposium Collection 2(2) (2000)

Konstantinos Alataris, Theodore W. Berger, Vasilis Z. Marmarelis: A novel network for nonlinear modeling of neural systems with arbitrary point-process inputs. Neural Networks 13(2): 255-266 (2000)

Yoondong Park, Jim-Shih Liaw, Theodore W. Berger, Bing J. Sheu: Compact VLSI Neural Network Circuit with High-Capacity Dynamic Synapses. IJCNN (4) 2000: 214-218

Taraneh Ghaffari-Farazi, Jim-Shih Liaw, Theodore W. Berger: Consequence of morphological alterations on synaptic function. Neurocomputing 26-27: 17-27 (1999)

Jim-Shih Liaw, Theodore W. Berger: Dynamic synapse: Harnessing the computing power of synaptic dynamics. Neurocomputing 26-27: 199-206 (1999)

Martin T. Chian, Vasilis Z. Marmarelis, Theodore W. Berger: Decomposition of neural systems with nonlinear feedback using stimulus-response data. Neurocomputing 26-27: 641-654 (1999)

Ying Shu, Xiaping Xie, Jim-Shih Liaw, Theodore W. Berger: A protocol-based simulation for linking computational and experimental studies. Neurocomputing 26-27: 1039-1047 (1999)

M. Iatrou, Theodore W. Berger, Vasilis Z. Marmarelis: Modeling of nonlinear nonstationary dynamic systems with a novel class of artificial neural networks. IEEE Transactions on Neural Networks 10(2): 327-339 (1999)

David C. Chen, Bing J. Sheu, Theodore W. Berger: A Compact Neural Network Based CDMA Receiver for Multimedia Wireless Communication. ICCD 1996: 99-

Bing J. Sheu, Theodore W. Berger, Tony H. Wu, Richard H. Tsai: VLSI Neural Network Implementation of a Hippocampal Model. ISCAS 1995: 1664-1667

Theodore W. Berger, Gilbert A. Chauvet, Robert J. Sclabassi: A biologically based model of functional properties of the hippocampus. Neural Networks 7(6-7): 1031-1064 (1994)