Theodore W. Berger

According to our database1, Theodore W. Berger authored at least 133 papers between 1994 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Awards

IEEE Fellow

IEEE Fellow 2010, "For contributions to nonlinear systems modeling of neural tissue and development of neural prostheses".

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2019
Axonal Anatomy Optimizes Spatial Encoding in the Rat Entorhinal-Dentate System: A Computational Study.
IEEE Trans. Biomed. Engineering, 2019

Multi-Input, Multi-Output Neuronal Mode Network Approach to Modeling the Encoding Dynamics and Functional Connectivity of Neural Systems.
Neural Computation, 2019

2018
Model-Based Analysis of Electrode Placement and Pulse Amplitude for Hippocampal Stimulation.
IEEE Trans. Biomed. Engineering, 2018

Designing Patient-Specific Optimal Neurostimulation Patterns for Seizure Suppression.
Neural Computation, 2018

ASIC Implementation of a Nonlinear Dynamical Model for Hippocampal Prosthesis.
Neural Computation, 2018

Mechanism-Based and Input-Output Modeling of the Key Neuronal Connections and Signal Transformations in the CA3-CA1 Regions of the Hippocampus.
Neural Computation, 2018

A Glutamatergic Spine Model to Enable Multi-Scale Modeling of Nonlinear Calcium Dynamics.
Front. Comput. Neurosci., 2018

Application of Parylene-Based Flexible Multi-Electrode Array for Recording From Subcortical Brain Regions From Behaving Rats.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Cholinergic Modulation of CA1 Pyramidal Cells via M1 Muscarinic Receptor Activation: A Computational Study at Physiological and Supraphysiological Levels.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Modeling Nonlinear Synaptic Dynamics: A Laguerre-Volterra Network Framework for Improved Computational Efficiency in Large Scale Simulations.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

A Closed-Loop Multi-Channel Asynchronous Neurostimulator to Mimic Neural Code for Cognitive Prosthesis.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Point Process Filtering Estimates of Branching Rate for Neural Dendritic Morphology Generation.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Graph-Based Models of Cortical Axons for the Prediction of Neuronal Response to Extracellular Electrical Stimulation.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
A 9-nW on-chip constant subthreshold CMOS transconductance bias with fine-tuning.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

Chronic multi-region recording from the rat hippocampus in vivo with a flexible Parylene-based multi-electrode array.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Multi-resolution multi-trial sparse classification model for decoding visual memories from hippocampal spikes in human.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
A Million-Plus Neuron Model of the Hippocampal Dentate Gyrus: Critical Role for Topography in Determining Spatiotemporal Network Dynamics.
IEEE Trans. Biomed. Engineering, 2016

Identification of Stable Spike-Timing-Dependent Plasticity from Spiking Activity with Generalized Multilinear Modeling.
Neural Computation, 2016

An FPGA-Based High-Performance Neural Ensemble Spiking Activity Simulator Utilizing Generalized Volterra Kernel and Complexity Analysis.
Journal of Circuits, Systems, and Computers, 2016

Mismatch and temperature compensation for subthreshold seismic sensor system.
Proceedings of the IEEE 7th Latin American Symposium on Circuits & Systems, 2016

Place field detection using grid-based clustering in a large-scale computational model of the rat dentate gyrus.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

A sparse Laguerre-Volterra autoregressive model for seizure prediction in temporal lobe epilepsy.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

A flexible parylene probe for in vivo recordings from multiple subregions of the rat hippocampus.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Decoding memory features from hippocampal spiking activities using sparse classification models.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Monte Carlo validation of spike-timing-dependent plasticity identification from spiking activity.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Development of a detailed model of calcium dynamics at the postsynaptic spine of an excitatory synapse.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

A bi-directional communication paradigm between parallel NEURON and an external non-neuron process.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

A large-scale detailed neuronal model of electrical stimulation of the dentate gyrus and perforant path as a platform for electrode design and optimization.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
An Application Specific Instruction Set Processor (ASIP) for Adaptive Filters in Neural Prosthetics.
IEEE/ACM Trans. Comput. Biology Bioinform., 2015

Nonlinear Cognitive Signal Processing in Ultralow-Power Programmable Analog Hardware.
IEEE Trans. on Circuits and Systems, 2015

Model-based asessment of an in-vivo predictive relationship from CA1 to CA3 in the rodent hippocampus.
Journal of Computational Neuroscience, 2015

Volterra representation enables modeling of complex synaptic nonlinear dynamics in large-scale simulations.
Front. Comput. Neurosci., 2015

Nonlinear dynamical modeling of human hippocampal CA3-CA1 functional connectivity for memory prostheses.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Maximizing predictability of a bottom-up complex multi-scale model through systematic validation and multi-objective multi-level optimization.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Topography-dependent spatio-temporal correlations in the entorhinal-dentate-CA3 circuit in a large-scale computational model of the Rat Hippocampus.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Design of a flexible parylene-based multi-electrode array for multi-region recording from the rat hippocampus.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Sparse generalized volterra model of human hippocampal spike train transformation for memory prostheses.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Estimation of a large-scale generalized Volterra model for neural ensembles with group lasso and local coordinate descent.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

The volterra functional series is a viable alternative to kinetic models for synaptic modeling -calibration and benchmarking.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

A million-plus neuron model of the hippocampal dentate gyrus: Dependency of spatio-temporal network dynamics on topography.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

A 3-D admittance-level computational model of a rat hippocampus for improving prosthetic design.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Hippocampal Memory Prosthesis.
Proceedings of the Encyclopedia of Computational Neuroscience, 2014

Tripartite Synapse (Neuron-Astrocyte Interactions), Conductance Models.
Proceedings of the Encyclopedia of Computational Neuroscience, 2014

Synaptic dynamics: Linear model and adaptation algorithm.
Neural Networks, 2014

An FPGA based scalable architecture of a stochastic state point process filter (SSPPF) to track the nonlinear dynamics underlying neural spiking.
Microelectronics Journal, 2014

On parsing the neural code in the prefrontal cortex of primates using principal dynamic modes.
Journal of Computational Neuroscience, 2014

VLSI architecture of a high-performance neural spiking activity simulator based on generalized Volterra kernel.
Proceedings of the 2014 International Symposium on Integrated Circuits (ISIC), 2014

Large scale parameter estimation for nonlinear dynamic systems: Application on spike-in, spike-out neural models.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Implementation of the excitatory entorhinal-dentate-CA3 topography in a large-scale computational model of the rat hippocampus.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Unstable periodic orbits in human epileptic hippocampal slices.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Recording place cells from multiple sub-regions of the rat hippocampus with a customized micro-electrode array.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Implementing spiking neuron model and spike-timing-dependent plasticity with generalized Laguerre-Volterra models.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Generalized volterra kernel model identification of spike-timing-dependent plasticity from simulated spiking activity.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Laguerre-volterra model and architecture for MIMO system identification and output prediction.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

A comparison between direct and indirect measurements of neurotransmitter vesicle release dynamics: A computational study.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

A testbed to explore the optimal electrical stimulation parameters for suppressing inter-ictal spikes in human hippocampal slices.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Real-Time Prediction of Neuronal Population Spiking Activity Using FPGA.
IEEE Trans. Biomed. Circuits and Systems, 2013

Identification of sparse neural functional connectivity using penalized likelihood estimation and basis functions.
Journal of Computational Neuroscience, 2013

Nonlinear modeling of dynamic interactions within neuronal ensembles using Principal Dynamic Modes.
Journal of Computational Neuroscience, 2013

A reconfigurable architecture for real-time prediction of neural activity.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

The role of topography in the transformation of spatiotemporal patterns by a large-scale, biologically realistic model of the rat dentate gyrus.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Laguerre-volterra identification of spike-timing-dependent plasticity from spiking activity: A simulation study.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

The contribution of relative activation levels between populations of cells to network activity in a large-scale biologically realistic model of the hippocampus.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Conformal ceramic electrodes that record glutamate release and corresponding neural activity in primate prefrontal cortex.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

A programmable analog subthreshold biomimetic model for bi-directional communication with the brain.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Insights on synaptic paired-pulse response using parametric and non-parametric models.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Influence of ionotropic receptors localization on glutamatergic synaptic response to paired-pulse stimulation protocol.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Nonlinear Dynamic Modeling of Neuron Action Potential Threshold During Synaptically Driven Broadband Intracellular Activity.
IEEE Trans. Biomed. Engineering, 2012

Columnar Processing in Primate pFC: Evidence for Executive Control Microcircuits.
J. Cognitive Neuroscience, 2012

A Computational Model to Investigate Astrocytic Glutamate Uptake Influence on Synaptic Transmission and Neuronal Spiking.
Front. Comput. Neurosci., 2012

Implementation of topographically constrained connectivity for a large-scale biologically realistic model of the hippocampus.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Synaptic dynamics: Linear model and adaptation algorithm.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Functional connectivity between Layer 2/3 and Layer 5 neurons in prefrontal cortex of nonhuman primates during a delayed match-to-sample task.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Implementation of activity-dependent synaptic plasticity rules for a large-scale biologically realistic model of the hippocampus.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

An analysis of the expression locus of long-term potentiation in hippocampal CA1 neurons.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Nonlinear model for Dynamic Synapse Neural Network.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

A dual mode FPGA design for the hippocampal prosthesis.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Spatio-temporal inter-ictal activity recorded from human epileptic hippocampal slices.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Towards a large-scale biologically realistic model of the hippocampus.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Analog low-power hardware implementation of a Laguerre-Volterra model of intracellular subthreshold neuronal activity.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Modeling of the nervous system: From modulation of glutamatergic and gabaergic molecular dynamics to neuron spiking activity.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Influence of ionotropic receptor location on their dynamics at glutamatergic synapses.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Nonlinear Dynamic Modeling of Synaptically Driven Single Hippocampal Neuron Intracellular Activity.
IEEE Trans. Biomed. Engineering, 2011

Integrated Multiscale Modeling of the Nervous System: Predicting Changes in Hippocampal Network Activity by a Positive AMPA Receptor Modulator.
IEEE Trans. Biomed. Engineering, 2011

Supervised learning in a single layer Dynamic Synapses Neural Network.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Discrete Synapse Recurrent Neural Network with time-varying delays for nonlinear system modeling and its application on seismic signal classification.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

FPGA Architecture of Generalized Laguerre-Volterra MIMO Model for Neural Population Activities.
Proceedings of the International Conference on Field Programmable Logic and Applications, 2011

FPGA Architecture of Generalized Laguerre-Volterra MIMO Model for Neural Population Spiking Activities.
Proceedings of the IEEE 19th Annual International Symposium on Field-Programmable Custom Computing Machines, 2011

Estimation and statistical validation of event-invariant nonlinear dynamic models of hippocampal CA3-CA1 population activities.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Dynamic nonlinear modeling of interactions between neuronal ensembles using principal dynamic modes.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

A two-stage cascade nonlinear dynamical model of single neurons for the separation and quantification of pre- and post-synaptic mechanisms of synaptic transmission.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

A hardware-based computational platform for Generalized Laguerre-Volterra MIMO model for neural activities.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Restorative encoding memory integrative neural device: "REMIND".
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Modeling neuron-glia interactions: From parametric model to neuromorphic hardware.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Tracking the changes of hippocampal population nonlinear dynamics in rats learning a memory-dependent task.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Modeling of the nervous system: From molecular dynamics and synaptic modulation to neuron spiking activity.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
The Neurobiological Basis of Cognition: Identification by Multi-Input, Multioutput Nonlinear Dynamic Modeling.
Proceedings of the IEEE, 2010

Noise-robust acoustic signature recognition using nonlinear Hebbian learning.
Neural Networks, 2010

Signal Processing for Neural Spike Trains.
Comp. Int. and Neurosc., 2010

Discrete Synapse Recurrent Neural Network for nonlinear system modeling and its application on seismic signal classification.
Proceedings of the International Joint Conference on Neural Networks, 2010

Statistical spiking model for real world pattern recognition applications.
Proceedings of the International Joint Conference on Neural Networks, 2010

The Application of Non-Homogenous HMM on the Detection of Security Fence Breaches.
Proceedings of the IEEE International Conference on Acoustics, 2010

Design of a helmet-mounted microphone array for sound localization.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
Nonlinear modeling of neural population dynamics for hippocampal prostheses.
Neural Networks, 2009

Parametric and non-parametric modeling of short-term synaptic plasticity. Part II: Experimental study.
Journal of Computational Neuroscience, 2009

Parametric and non-parametric modeling of short-term synaptic plasticity. Part I: computational study.
Journal of Computational Neuroscience, 2009

Cadence analysis of temporal gait patterns for seismic discrimination between human and quadruped footsteps.
Proceedings of the IEEE International Conference on Acoustics, 2009

Multi-Input, Multi-Output Nonlinear Dynamic Modeling to Identify Biologically-Based Transformations as the "Cognitive Processes" Represented by the Ensemble Coding of Neuron Populations.
Proceedings of the Biologically Inspired Cognitive Architectures, 2009

2008
Modeling the Nonlinear Properties of the in vitro Hippocampal Perforant Path-Dentate System Using Multielectrode Array Technology.
IEEE Trans. Biomed. Engineering, 2008

Implantable biomimetic electronics as neural prostheses for lost memory function.
Proceedings of the 13th International Conference on Intelligent User Interfaces, 2008

Nonlinear Hebbian Learning for noise-independent vehicle sound recognition.
Proceedings of the International Joint Conference on Neural Networks, 2008

2007
Neuronal Network Morphology and Electrophysiologyof Hippocampal Neurons Cultured on Surface-Treated Multielectrode Arrays.
IEEE Trans. Biomed. Engineering, 2007

Nonlinear Dynamic Modeling of Spike Train Transformations for Hippocampal-Cortical Prostheses.
IEEE Trans. Biomed. Engineering, 2007

Asymmetric Synaptic Plasticity Based on Arbitrary Pre- and Postsynaptic Timing Spikes Using Finite State Model.
Proceedings of the International Joint Conference on Neural Networks, 2007

The Application of Dynamic Synapse Neural Networks on Footstep and Vehicle Recognition.
Proceedings of the International Joint Conference on Neural Networks, 2007

2006
Nonlinear Queuing Model for Dynamic Synapse with Multiple Transmitter Pools.
Proceedings of the International Joint Conference on Neural Networks, 2006

Hardware Implementation of Dynamic Synapse Neural Networks for Acoustic Sound Recognition.
Proceedings of the International Joint Conference on Neural Networks, 2006

2005
Detecting CA1 short-term plasticity variations associated with changes in stimulus intensity and extracellular medium composition.
Neurocomputing, 2005

2003
An efficient training algorithm for dynamic synapse neural networks using trust region methods.
Neural Networks, 2003

2000
A novel network for nonlinear modeling of neural systems with arbitrary point-process inputs.
Neural Networks, 2000

Building Replacement Parts for the Brain: A New Era in Neural Prothetcis, SIGMOD Conference 1999, Keynote Speech, Video
ACM SIGMOD Digital Symposium Collection, 2000

Compact VLSI Neural Network Circuit with High-Capacity Dynamic Synapses.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1999
Modeling of nonlinear nonstationary dynamic systems with a novel class of artificial neural networks.
IEEE Trans. Neural Networks, 1999

A protocol-based simulation for linking computational and experimental studies.
Neurocomputing, 1999

Dynamic synapse: Harnessing the computing power of synaptic dynamics.
Neurocomputing, 1999

Consequence of morphological alterations on synaptic function.
Neurocomputing, 1999

Decomposition of neural systems with nonlinear feedback using stimulus-response data.
Neurocomputing, 1999

1997
Computing with dynamic synapses: a case study of speech recognition.
Proceedings of International Conference on Neural Networks (ICNN'97), 1997

1996
VLSI design for real-time signal processing based on biologically realistic neural models.
Proceedings of International Conference on Neural Networks (ICNN'96), 1996

A Compact Neural Network Based CDMA Receiver for Multimedia Wireless Communication.
Proceedings of the 1996 International Conference on Computer Design (ICCD '96), 1996

1995
VLSI Neural Network Implementation of a Hippocampal Model.
Proceedings of the 1995 IEEE International Symposium on Circuits and Systems, ISCAS 1995, Seattle, Washington, USA, April 30, 1995

A hippocampal model implementation using VLSI table-look-up and model-based approaches.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

1994
A biologically based model of functional properties of the hippocampus.
Neural Networks, 1994


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