The NeuroProcessor: An Integrated Interface to Biological Neural Networks by Yevgeny PerelmanThe NeuroProcessor: An Integrated Interface to Biological Neural Networks by Yevgeny Perelman

The NeuroProcessor: An Integrated Interface to Biological Neural Networks

byYevgeny Perelman

Paperback | October 19, 2010

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This book presents the Neuroprocessor, a novel computational neuronal interface device implemented in VLSI technology. In addition to neuronal signals acquisition, it can process the data, generate stimuli and transmit the data over wireless channels, while using minimum electric energy.The NeuroProcessor opens with a brief background on neuronal communication and microelectrode recording. It introduces three generations of the Neuroprocessor and presents their architecture, circuits and algorithms. Applications to a miniature head-stage for in-vivo experiments and multi-electrode arrays for in-vitro studies are described.

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Title:The NeuroProcessor: An Integrated Interface to Biological Neural NetworksFormat:PaperbackDimensions:132 pagesPublished:October 19, 2010Publisher:Springer NetherlandsLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:904817970X

ISBN - 13:9789048179701

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Table of Contents

1 Introduction. 1.1 Overview of the Book.2 Recording from Biological Neural Networks. 2.1 The Neuron. 2.2 Interfacing Neurons Electrically. 2.3 Neuronal Probes for Extracellular Recording. 2.4 Recording from Cultured Neural Networks. 2.5 Typical Multi-Electrode Recording Setup. 2.6 Recorded Signal Information Content.3 The Neuroprocessor. 3.1 Datarate Reduction in Neuronal Interfaces. 3.2 Neuroprocessor Overview.4 Integrated Front-end for Neuronal Recording. 4.1 Background. 4.2 NPR01: First Front-end Generation. 4.3 NPR02: Analog Front-end with Sprike/LFP Separation. 5 NPR03: Mixed-Signal Integrated Front-end for Neuronal Recording. 5.1 Overview. 5.2 NPR03 Architecture. 5.3 Host Interface. 5.4 NPR03 Channel. 5.5 Analog-to-Digital Converter. 5.6 Integrated Preamplifier with DC Blocking. 5.7 NPR03 Measurements. 5.8 An NPR03 -Based Miniature Headstage. 5.9 A Novel Opamp for the Front-end Preamplifier. 5.10 Conclusions.6 Algorithms for Neuroprocessor Spike Sorting. 6.1 Introduction. 6.2 Spike Sorting in a Neuroprocessor. 6.3 Spike Sorting Algorithms. 6.4 Detection and Alignment Algorithms.7 MEA on Chip: In-Vitro Neuronal Interfaces. 7.1 Prototype Sensor. 7.2 Temperature sensor and heater. 7.3 Post-Processing and Bath Formation. 7.4 Conclusions and Future Work.8 Conclusions. 8.1 Research Contributions. 8.2 Future Work.A NPR02 Technical Details. A.1 NPR02 Preamp Sizing. A.2 NPR02 Testboard Output Channel.B NPR03 Technical Details. B.1 NPR03 Instruction Set. B.2 NPR03 Registers. B.3 NPR03 Preamp Sizing. B.4 Measurements of Additional NPR03 Channel Circuits.References. Index.