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  1. Article ; Online: Psychological warfare in the area of social information media

    Vučinić Dejan M.

    Војно дело, Vol 69, Iss 7, Pp 326-

    The aspect of hybrid warfare

    2017  Volume 337

    Abstract: In recent years, the actuality of the term and concept of hybrid warfare does not abate in the professional military and political public. Although the concept of hybrid warfare still has an unclear and imprecisely defined meaning, it could be said that ... ...

    Abstract In recent years, the actuality of the term and concept of hybrid warfare does not abate in the professional military and political public. Although the concept of hybrid warfare still has an unclear and imprecisely defined meaning, it could be said that the content of the term is closely related to the terms of information and psychological warfare. At the beginning of the 21st century, the information space evolved and thereby offered possibilities for conducting war activities. Social media have become a new battlefield in which not only state and social factors are involved, but also numerous informal groups and individuals. In the socio-information media space, the main means of warfare are psychological activities and operations. There is an attempt to achieve a number of general hybrid warfare objectives, which are primarily focused on avoiding the occurrence or minimizing the duration of a regular (militarized) way of waging warfare by the use of psychological techniques. The field of social media has become a platform for a variety of psychological activities and processes of forced, misleading, alienating and defensive character. In addition to well-known techniques of propaganda and persuasion, social media have rendered an opportunity to develop a new approach to manipulation known as social engineering. Social engineering, although primarily designed for 'war between organizations', has a special place and role in the process of hybrid warfare. It can be concluded that psychological warfare has a central role in the concept of hybrid warfare, and the reasons for this claim should be sought in the set goals and individual characteristics of the new concept of warfare, and also in the nature of social media.
    Keywords hybrid warfare ; information warfare ; psychological warfare ; social media ; social engineering ; Military Science ; U
    Subject code 300
    Language English
    Publishing date 2017-01-01T00:00:00Z
    Publisher Ministry of Defence of Serbia - Military Publishing House, Belgrade
    Document type Article ; Online
    Database BASE - Bielefeld Academic Search Engine (life sciences selection)

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  2. Book ; Online: DISCO

    Qin, Minghai / Sun, Chao / Hofmann, Jaco / Vucinic, Dejan

    Distributed Inference with Sparse Communications

    2023  

    Abstract: Deep neural networks (DNNs) have great potential to solve many real-world problems, but they usually require an extensive amount of computation and memory. It is of great difficulty to deploy a large DNN model to a single resource-limited device with ... ...

    Abstract Deep neural networks (DNNs) have great potential to solve many real-world problems, but they usually require an extensive amount of computation and memory. It is of great difficulty to deploy a large DNN model to a single resource-limited device with small memory capacity. Distributed computing is a common approach to reduce single-node memory consumption and to accelerate the inference of DNN models. In this paper, we explore the "within-layer model parallelism", which distributes the inference of each layer into multiple nodes. In this way, the memory requirement can be distributed to many nodes, making it possible to use several edge devices to infer a large DNN model. Due to the dependency within each layer, data communications between nodes during this parallel inference can be a bottleneck when the communication bandwidth is limited. We propose a framework to train DNN models for Distributed Inference with Sparse Communications (DISCO). We convert the problem of selecting which subset of data to transmit between nodes into a model optimization problem, and derive models with both computation and communication reduction when each layer is inferred on multiple nodes. We show the benefit of the DISCO framework on a variety of CV tasks such as image classification, object detection, semantic segmentation, and image super resolution. The corresponding models include important DNN building blocks such as convolutions and transformers. For example, each layer of a ResNet-50 model can be distributively inferred across two nodes with five times less data communications, almost half overall computations and half memory requirement for a single node, and achieve comparable accuracy to the original ResNet-50 model. This also results in 4.7 times overall inference speedup.
    Keywords Computer Science - Computer Vision and Pattern Recognition
    Subject code 006
    Publishing date 2023-02-22
    Publishing country us
    Document type Book ; Online
    Database BASE - Bielefeld Academic Search Engine (life sciences selection)

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  3. Article ; Online: Integrated communications in promoting the military profession

    Nenadović Goran / Kostić-Stanković Milica / Vučinić Dejan

    Војно дело, Vol 68, Iss 7, Pp 330-

    2016  Volume 349

    Abstract: The paper presents the research results that have empirically proven effects of integrated communications on the views of examinees about the military profession. The primary survey sample consisted of 553 high school students (127 students from Novi Sad, ...

    Abstract The paper presents the research results that have empirically proven effects of integrated communications on the views of examinees about the military profession. The primary survey sample consisted of 553 high school students (127 students from Novi Sad, 179 from Niš, 106 from Kragujevac, and 141 from Belgrade). Based on the obtained results it has been established that the use of individual instruments of communication (television advertising, distribution of printed materials, and internet content) has a limited effect on the examinees. On the other hand, a combination of two instruments of communication, information on organizations and vacancies to be filled, were better accepted by the examinees. The exposure to multiple instruments of communication enables more effective acceptance of key messages and encourages the examinees to react in a positive way. It can be seen that the integration of multiple instruments of communication provides additional value owing to the strategic roles of a series of instruments of communication, which are combined to ensure the most effective communication. Clearly, the synergistic effect of all communication instruments is very important, and therefore considerable attention is paid to adjusting the materials to the examinees. It can be seen that the integrated communications make a system using which it is possible to coordinate a greater number of instruments of communication to communicate clear and convincing message and make an impression on examinees. Consequently, an effect can also be expected on the adequate positioning of military organization in the minds of the examinees as potential employees.
    Keywords integrated communication ; the military ; promotion ; integrated marketing communications ; public relations ; Military Science ; U
    Subject code 710
    Language English
    Publishing date 2016-01-01T00:00:00Z
    Publisher Ministry of Defence of Serbia - Military Publishing House, Belgrade
    Document type Article ; Online
    Database BASE - Bielefeld Academic Search Engine (life sciences selection)

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  4. Book ; Online: LeaFTL

    Sun, Jinghan / Li, Shaobo / Sun, Yunxin / Sun, Chao / Vucinic, Dejan / Huang, Jian

    A Learning-Based Flash Translation Layer for Solid-State Drives

    2022  

    Abstract: In modern solid-state drives (SSDs), the indexing of flash pages is a critical component in their storage controllers. It not only affects the data access performance, but also determines the efficiency of the precious in-device DRAM resource. A variety ... ...

    Abstract In modern solid-state drives (SSDs), the indexing of flash pages is a critical component in their storage controllers. It not only affects the data access performance, but also determines the efficiency of the precious in-device DRAM resource. A variety of address mapping schemes and optimization techniques have been proposed. However, most of them were developed with human-driven heuristics. They cannot automatically capture diverse data access patterns at runtime in SSD controllers, which leaves a large room for improvement. In this paper, we present a learning-based flash translation layer (FTL), named LeaFTL, which learns the address mapping to tolerate dynamic data access patterns via linear regression at runtime. By grouping a large set of mapping entries into a learned segment, it significantly reduces the memory footprint of the address mapping table, which further benefits the data caching in SSD controllers. LeaFTL also employs various optimization techniques, including out-of-band metadata verification to tolerate mispredictions, optimized flash allocation, and dynamic compaction of learned index segments. We implement LeaFTL with an SSD simulator and evaluate it with various storage workloads. LeaFTL saves the memory consumption of the mapping table by 2.9x on average and improves the storage performance by 1.4x on average, in comparison with state-of-the-art FTL schemes.

    Comment: This paper is accepted at the 28th Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS 2023)
    Keywords Computer Science - Operating Systems
    Subject code 004
    Publishing date 2022-12-30
    Publishing country us
    Document type Book ; Online
    Database BASE - Bielefeld Academic Search Engine (life sciences selection)

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  5. Article ; Online: A compact multiphoton 3D imaging system for recording fast neuronal activity.

    Vucinić, Dejan / Sejnowski, Terrence J

    PloS one

    2007  Volume 2, Issue 8, Page(s) e699

    Abstract: We constructed a simple and compact imaging system designed specifically for the recording of fast neuronal activity in a 3D volume. The system uses an Yb:KYW femtosecond laser we designed for use with acousto-optic deflection. An integrated two-axis ... ...

    Abstract We constructed a simple and compact imaging system designed specifically for the recording of fast neuronal activity in a 3D volume. The system uses an Yb:KYW femtosecond laser we designed for use with acousto-optic deflection. An integrated two-axis acousto-optic deflector, driven by digitally synthesized signals, can target locations in three dimensions. Data acquisition and the control of scanning are performed by a LeCroy digital oscilloscope. The total cost of construction was one order of magnitude lower than that of a typical Ti:sapphire system. The entire imaging apparatus, including the laser, fits comfortably onto a small rig for electrophysiology. Despite the low cost and simplicity, the convergence of several new technologies allowed us to achieve the following capabilities: i) full-frame acquisition at video rates suitable for patch clamping; ii) random access in under ten microseconds with dwelling ability in the nominal focal plane; iii) three-dimensional random access with the ability to perform fast volume sweeps at kilohertz rates; and iv) fluorescence lifetime imaging. We demonstrate the ability to record action potentials with high temporal resolution using intracellularly loaded potentiometric dye di-2-ANEPEQ. Our design proffers easy integration with electrophysiology and promises a more widespread adoption of functional two-photon imaging as a tool for the study of neuronal activity. The software and firmware we developed is available for download at http://neurospy.org/ under an open source license.
    MeSH term(s) Animals ; Electrophysiology/instrumentation ; Electrophysiology/methods ; Equipment Design ; Fluorescent Dyes/metabolism ; Image Interpretation, Computer-Assisted/instrumentation ; Image Interpretation, Computer-Assisted/methods ; Imaging, Three-Dimensional/economics ; Imaging, Three-Dimensional/instrumentation ; Imaging, Three-Dimensional/methods ; Lasers ; Microscopy, Fluorescence, Multiphoton/economics ; Microscopy, Fluorescence, Multiphoton/instrumentation ; Microscopy, Fluorescence, Multiphoton/methods ; Neurons/physiology ; Patch-Clamp Techniques ; Rats ; Rats, Long-Evans ; Time Factors ; Ytterbium/chemistry
    Chemical Substances Fluorescent Dyes ; Ytterbium (MNQ4O4WSI1)
    Language English
    Publishing date 2007-08-08
    Publishing country United States
    Document type Journal Article ; Research Support, N.I.H., Extramural ; Research Support, Non-U.S. Gov't
    ISSN 1932-6203
    ISSN (online) 1932-6203
    DOI 10.1371/journal.pone.0000699
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  6. Article: Hybrid reflecting objectives for functional multiphoton microscopy in turbid media.

    Vucinić, Dejan / Bartol, Thomas M / Sejnowski, Terrence J

    Optics letters

    2006  Volume 31, Issue 16, Page(s) 2447–2449

    Abstract: Most multiphoton imaging of biological specimens is performed using microscope objectives optimized for high image quality under wide-field illumination. We present a class of objectives designed de novo without regard for these traditional constraints, ... ...

    Abstract Most multiphoton imaging of biological specimens is performed using microscope objectives optimized for high image quality under wide-field illumination. We present a class of objectives designed de novo without regard for these traditional constraints, driven exclusively by the needs of fast multiphoton imaging in turbid media: the delivery of femtosecond pulses without dispersion and the efficient collection of fluorescence. We model the performance of one such design optimized for a typical brain-imaging setup and show that it can greatly outperform objectives commonly used for this task.
    MeSH term(s) Computer-Aided Design ; Equipment Design ; Equipment Failure Analysis ; Image Enhancement/instrumentation ; Image Enhancement/methods ; Lenses ; Microscopy, Fluorescence, Multiphoton/instrumentation ; Microscopy, Fluorescence, Multiphoton/methods ; Nephelometry and Turbidimetry/instrumentation ; Nephelometry and Turbidimetry/methods ; Reproducibility of Results ; Sensitivity and Specificity
    Language English
    Publishing date 2006-06-12
    Publishing country United States
    Document type Evaluation Study ; Journal Article
    ISSN 0146-9592
    ISSN 0146-9592
    DOI 10.1364/ol.31.002447
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  7. Article: Interglomerular center-surround inhibition shapes odorant-evoked input to the mouse olfactory bulb in vivo.

    Vucinić, Dejan / Cohen, Lawrence B / Kosmidis, Efstratios K

    Journal of neurophysiology

    2006  Volume 95, Issue 3, Page(s) 1881–1887

    Abstract: Mouse olfactory receptor proteins have relatively broad odorant tuning profiles, so single odorants typically activate a substantial subset of glomeruli in the main olfactory bulb, resulting in stereotyped odorant- and concentration-dependent glomerular ... ...

    Abstract Mouse olfactory receptor proteins have relatively broad odorant tuning profiles, so single odorants typically activate a substantial subset of glomeruli in the main olfactory bulb, resulting in stereotyped odorant- and concentration-dependent glomerular input maps. One of the functions of the olfactory bulb may be to reduce the extent of this rather widespread activation before transmitting the information to higher olfactory centers. Two circuits have been studied in vitro that could perform center-surround inhibition in the olfactory bulb, one circuit acting between glomeruli, the other through the classical reciprocal synapses between the lateral dendrites of mitral cells and the dendrites of granule cells. One unanswered question from these in vitro measurements was how these circuits would affect the response to odorants in vivo. We made measurements of the odorant-evoked increase in calcium concentration in the olfactory receptor neuron terminals in the anesthetized mouse to evaluate the role of presynaptic inhibition in reshaping the input to the olfactory bulb. We compared the glomerular responses in 2- to 4-wk-old mice before and after suppressing presynaptic inhibition onto the receptor neuron terminals with the GABAB antagonist, CGP46381. We find that the input maps are modified by an apparent center-surround inhibition: strongly activated glomeruli appear to suppress the release from receptor neurons terminating in surrounding glomeruli. This form of lateral inhibition has the effect of increasing the contrast of the sensory input map.
    MeSH term(s) Afferent Pathways/drug effects ; Afferent Pathways/physiology ; Animals ; Evoked Potentials, Somatosensory/drug effects ; Evoked Potentials, Somatosensory/physiology ; Female ; GABA-B Receptor Antagonists ; Mice ; Mice, Inbred C57BL ; Neural Inhibition/drug effects ; Neural Inhibition/physiology ; Odorants ; Olfactory Bulb/drug effects ; Olfactory Bulb/physiology ; Olfactory Receptor Neurons/drug effects ; Olfactory Receptor Neurons/physiology ; Phosphinic Acids/administration & dosage ; Receptors, GABA-B/metabolism ; Sensory Thresholds/physiology ; Smell/drug effects ; Smell/physiology ; Stimulation, Chemical ; Synaptic Transmission/drug effects ; Synaptic Transmission/physiology
    Chemical Substances GABA-B Receptor Antagonists ; Phosphinic Acids ; Receptors, GABA-B ; 3-aminopropyl-cyclohexylmethylphosphinic acid (123691-14-5)
    Language English
    Publishing date 2006-03
    Publishing country United States
    Document type Journal Article ; Research Support, N.I.H., Extramural
    ZDB-ID 80161-6
    ISSN 1522-1598 ; 0022-3077
    ISSN (online) 1522-1598
    ISSN 0022-3077
    DOI 10.1152/jn.00918.2005
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  8. Article: Understanding and characterizing olfactory responses.

    Laskaris, Nikolaos A / Kosmidis, Efstratios K / Vucinić, Dejan / Homma, Ryota

    IEEE engineering in medicine and biology magazine : the quarterly magazine of the Engineering in Medicine & Biology Society

    2008  Volume 27, Issue 2, Page(s) 69–79

    MeSH term(s) Afferent Pathways/physiology ; Animals ; Computer Simulation ; Evoked Potentials, Somatosensory/physiology ; Mice ; Mice, Inbred C57BL ; Models, Neurological ; Nerve Net/physiology ; Olfactory Bulb/physiology ; Rats ; Rats, Long-Evans ; Smell/physiology
    Language English
    Publishing date 2008-03
    Publishing country United States
    Document type Journal Article ; Research Support, N.I.H., Extramural
    ZDB-ID 165249-7
    ISSN 1937-4186 ; 0739-5175 ; 0278-0054
    ISSN (online) 1937-4186
    ISSN 0739-5175 ; 0278-0054
    DOI 10.1109/EMB.2007.913555
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  9. Article ; Online: Visualizing mammalian brain area interactions by dual-axis two-photon calcium imaging.

    Lecoq, Jérôme / Savall, Joan / Vučinić, Dejan / Grewe, Benjamin F / Kim, Hyun / Li, Jin Zhong / Kitch, Lacey J / Schnitzer, Mark J

    Nature neuroscience

    2014  Volume 17, Issue 12, Page(s) 1825–1829

    Abstract: Fluorescence Ca(2+) imaging enables large-scale recordings of neural activity, but collective dynamics across mammalian brain regions are generally inaccessible within single fields of view. Here we introduce a two-photon microscope possessing two ... ...

    Abstract Fluorescence Ca(2+) imaging enables large-scale recordings of neural activity, but collective dynamics across mammalian brain regions are generally inaccessible within single fields of view. Here we introduce a two-photon microscope possessing two articulated arms that can simultaneously image two brain areas (∼0.38 mm(2) each), either nearby or distal, using microendoscopes. Concurrent Ca(2+) imaging of ∼100-300 neurons in primary visual cortex (V1) and lateromedial (LM) visual area in behaving mice revealed that the variability in LM neurons' visual responses was strongly dependent on that in V1, suggesting that fluctuations in sensory responses propagate through extended cortical networks.
    MeSH term(s) Action Potentials/physiology ; Animals ; Calcium/metabolism ; Female ; Male ; Mice ; Mice, 129 Strain ; Mice, Inbred C57BL ; Microscopy, Fluorescence, Multiphoton/methods ; Photic Stimulation/methods ; Visual Cortex/chemistry ; Visual Cortex/physiology ; Visual Pathways/chemistry ; Visual Pathways/physiology
    Chemical Substances Calcium (SY7Q814VUP)
    Language English
    Publishing date 2014-12
    Publishing country United States
    Document type Journal Article ; Research Support, N.I.H., Extramural ; Research Support, Non-U.S. Gov't ; Research Support, U.S. Gov't, Non-P.H.S.
    ZDB-ID 1420596-8
    ISSN 1546-1726 ; 1097-6256
    ISSN (online) 1546-1726
    ISSN 1097-6256
    DOI 10.1038/nn.3867
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  10. Article ; Online: Anomalous diffusion of single particles in cytoplasm.

    Regner, Benjamin M / Vučinić, Dejan / Domnisoru, Cristina / Bartol, Thomas M / Hetzer, Martin W / Tartakovsky, Daniel M / Sejnowski, Terrence J

    Biophysical journal

    2013  Volume 104, Issue 8, Page(s) 1652–1660

    Abstract: The crowded intracellular environment poses a formidable challenge to experimental and theoretical analyses of intracellular transport mechanisms. Our measurements of single-particle trajectories in cytoplasm and their random-walk interpretations ... ...

    Abstract The crowded intracellular environment poses a formidable challenge to experimental and theoretical analyses of intracellular transport mechanisms. Our measurements of single-particle trajectories in cytoplasm and their random-walk interpretations elucidate two of these mechanisms: molecular diffusion in crowded environments and cytoskeletal transport along microtubules. We employed acousto-optic deflector microscopy to map out the three-dimensional trajectories of microspheres migrating in the cytosolic fraction of a cellular extract. Classical Brownian motion (BM), continuous time random walk, and fractional BM were alternatively used to represent these trajectories. The comparison of the experimental and numerical data demonstrates that cytoskeletal transport along microtubules and diffusion in the cytosolic fraction exhibit anomalous (nonFickian) behavior and posses statistically distinct signatures. Among the three random-walk models used, continuous time random walk provides the best representation of diffusion, whereas microtubular transport is accurately modeled with fractional BM.
    MeSH term(s) Animals ; Biological Transport, Active ; Cytoplasm/metabolism ; Diffusion ; Microspheres ; Microtubules/metabolism ; Models, Biological ; Motion ; Xenopus
    Language English
    Publishing date 2013-04-19
    Publishing country United States
    Document type Journal Article ; Research Support, N.I.H., Extramural ; Research Support, Non-U.S. Gov't ; Research Support, U.S. Gov't, Non-P.H.S.
    ZDB-ID 218078-9
    ISSN 1542-0086 ; 0006-3495
    ISSN (online) 1542-0086
    ISSN 0006-3495
    DOI 10.1016/j.bpj.2013.01.049
    Database MEDical Literature Analysis and Retrieval System OnLINE

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