A Neural Network Model for Cursive Script Production

This article describes a neural network model, called the VITEWRITE model, for generating handwriting movements. The model consists of a sequential controller, or motor program, that interacts with a trajectory generator to move a. hand with redundant degrees of freedom. The neural trajectory generator is the Vector Integration to Endpoint (VITE) model for synchronous variable-speed control of multijoint movements. VITE properties enable a simple control strategy to generate complex handwritten script if the hand model contains redundant degrees of freedom. The proposed controller launches transient directional commands to independent hand synergies at times when the hand begins to move, or when a velocity peak in a given synergy is achieved. The VITE model translates these temporally disjoint synergy commands into smooth curvilinear trajectories among temporally overlapping synergetic movements. The separate "score" of onset times used in most prior models is hereby replaced by a self-scaling activity-released "motor program" that uses few memory resources, enables each synergy to exhibit a unimodal velocity profile during any stroke, generates letters that are invariant under speed and size rescaling, and enables effortless. connection of letter shapes into words. Speed and size rescaling are achieved by scalar GO and GRO signals that express computationally simple volitional commands. Psychophysical data concerning band movements, such as the isochrony principle, asymmetric velocity profiles, and the two-thirds power law relating movement curvature and velocity arise as emergent properties of model interactions.

The effectiveness of a multisensory writing program in improving cursive writing ability in children with sensorimotor difficulties

It is estimated that five to ten percent of children experience sensory motor difficulties that result in various learnlng disabilitiies , among them. inabllity to output Information on paper in the appropriate manner (Ayres ,1985). The relationship between sensorimotorabillty and handwriting is well documented in the literature (Freeman,1917; Townsend , 1951; Nlkola-Ll sa, 1987). While much of the literature is inconclusive, there are findings to suggest that muitisensory handwriting programmes are an effective approach to improvlng writing abIlity in these chlldren. For a number of years, Occupational Therapists have been involved in the remediation of handwriting utllizing , amongst other approaches . multisensory programmes. While subjective assessments of effectiveness have been extremerly positive. scientIfic evaluation has been minimal . If further intervention in this area is to occur, it Is essential that the profession be able to justify the existence of such programmes . The purpose of this study was to examine what effects a multlsensory writing prog~am would have on the curslve writing ability of chlldren with sensorimotor dlfficulties. A single case with multiple baselines across be havlours design was used , with the behavlours being cursive writing abilIty of fIve distInct letter groups. The fIve groups were taught in random order, one group every two weeks , In a one-hour session. Repeated measurements of writing speed and qualIty for each letter group were made. This design was repeated over three other cases . Results of the study yielded statistical signifi cance in trend changes In specIfic letter groups for all of the chlldren following interventlon. One child achieved statistical significance In the overall change In quality , while none of the children achieved overall statistical significance In speed score changes . Teacher reports and an assessment of written language prior to and following the program suggest that Intervention may have had a positive effect on self-confidence in written output, and on the maturlty of written expression in some of the cases . Further research in this field is needed to validate the continual use of multisensory writing programmes by Occupational Theraplsts worklng with this specific population and to provide some directlon with regards to the Integration of multlsensory writing programmes within the regular academic remedial programme .

The effect of the handwriting without tears program on student cursive writing achievement at Central Institute for the Deaf (CID)

Handwriting Without Tears (HWT) is a multi-sensory program that provides a simpler approach to the instruction of cursive handwriting. It was administered to a sample of third graders to assess the effectiveness of the program and determine if it would be a viable option for handwriting instruction at CID.

Cutting Cursive: Is Handwriting Still Important to Today’s Preservice Teacher?

Handwriting is a tool for communication often untaught that has effects on learning and long-term development for students of the future. Handwriting used to be needed in order to function in society, however, today that skill is no longer needed. New technology, current teaching methods and societal needs have caused handwriting to be overlooked in many school districts. Classrooms are overwhelmed with information and many schools are simply running out of time to teach cursive, therefore no longer making it a priority. Handwriting is a perceptual motor skill requiring higher cognitive thinking, something that most primary school children find difficult, yet it is still needed in the school curriculum and provides a stable foundation for students of the future. The questions to be addressed by my research are to examine the factors that have led to the demise of cursive writing in elementary schools. I will research the complex issues that have contributed to the decline of cursive handwriting. This will include my investigation into the factors that technology has played, along with societal needs. I will interview preservice teachers, those students in college preparing to become teachers, and try to understand where the importance for teaching handwriting started and ended. By the end of my research I want to have constructed a timeline of events to explain the demise of this needed skill. My methodology for this research will be to gather information from various primary and secondary literature review sources. I want to understand when cursive started to disappear from the curriculum and why.

Evaluating retraining rules for semi-supervised learning in neural network based cursive word recognition

Training a system to recognize handwritten words is a task that requires a large amount of data with their correct transcription. However, the creation of such a training set, including the generation of the ground truth, is tedious and costly. One way of reducing the high cost of labeled training data acquisition is to exploit unlabeled data, which can be gathered easily. Making use of both labeled and unlabeled data is known as semi-supervised learning. One of the most general versions of semi-supervised learning is self-training, where a recognizer iteratively retrains itself on its own output on new, unlabeled data. In this paper we propose to apply semi-supervised learning, and in particular self-training, to the problem of cursive, handwritten word recognition. The special focus of the paper is on retraining rules that define what data are actually being used in the retraining phase. In a series of experiments it is shown that the performance of a neural network based recognizer can be significantly improved through the use of unlabeled data and self-training if appropriate retraining rules are applied.

Éclaircissements sur un contrat de vente égyptien, en écriture grecque cursive, publié pour la première fois par M. Boeckh; avec une nouvelle copie du papyrus, gravée sur cuivre, d'après deux fac simile [and a French translation];

Mode of access: Internet.

Representações pós-coloniais em Ruy Duarte: uma leitura de Os papéis do inglês

Representações pós-coloniais em Ruy Duarte de Carvalho: uma leitura de Os papéis do inglês investiga a narrativa ficcional do romancista e antropólogo angolano Ruy Duarte de Carvalho, partindo do pressuposto de que a obra contém uma intricada rede discursiva em que estão confrontados os discursos colonial, pós-colonial e a crítica do modelo utópico de nação que se buscou construir, e efetivamente se construiu, em Angola após a independência. Para-lelamente a essa rede discursiva, a narrativa também se constitui de um encontro de diversas formas literárias distintas a poesia, o diário, a prosa e o ensaio etnográfico, evidenciando a complexidade do romance em questão. Tendo como base o livro de Ruy Duarte de Carvalho, abordamos a história literária e política de Angola, seu desenvolvimento, suas relações e ten-sões principalmente com o colonizador europeu, com sua história passada e, mais recente-mente, com seu período independentista, procurando evidenciar como as releituras dos discur-sos históricos e ideológicos coloniais tornaram-se um campo profícuo para o desenvolvimento de narrativas literárias que ampliam os limites da escrita no âmbito ficcional e político-ideológico. Além dos textos de Ruy Duarte de Carvalho, este trabalho foi desenvolvido utili-zando como eixo norteador textos de estudiosos da literatura angolana, como Laura Padilha, Rita Chaves e José Carlos Venâncio; teóricos que discutem a crítica pós-colonial, como An-tonio Negri, Edward Said, Stuart Hall, Russel Hamilton e Boaventura de Sousa Santos; textos históricos escritos pelo colonizador português em solo angolano, como Henrique Galvão, Ralph Delgado e José Ribeiro da Cruz; além de textos escritos por intelectuais africanos, como Aimé Césaire e Amadou Hampaté-Bá, e teóricos que analisam as relações entre antropologia e literatura, como James Clifford

From Parallel Sequence Representations to Calligraphic Control: A Conspiracy of Neural Circuits

Calligraphic writing presents a rich set of challenges to the human movement control system. These challenges include: initial learning, and recall from memory, of prescribed stroke sequences; critical timing of stroke onsets and durations; fine control of grip and contact forces; and letter-form invariance under voluntary size scaling, which entails fine control of stroke direction and amplitude during recruitment and derecruitment of musculoskeletal degrees of freedom. Experimental and computational studies in behavioral neuroscience have made rapid progress toward explaining the learning, planning and contTOl exercised in tasks that share features with calligraphic writing and drawing. This article summarizes computational neuroscience models and related neurobiological data that reveal critical operations spanning from parallel sequence representations to fine force control. Part one addresses stroke sequencing. It treats competitive queuing (CQ) models of sequence representation, performance, learning, and recall. Part two addresses letter size scaling and motor equivalence. It treats cursive handwriting models together with models in which sensory-motor tmnsformations are performed by circuits that learn inverse differential kinematic mappings. Part three addresses fine-grained control of timing and transient forces, by treating circuit models that learn to solve inverse dynamics problems.

Recueil de modèles de correspondance, anonyme et sans titre, contenant des formules d'épîtres à adresser aux dignitaires de l'empire, des lettres que s'envoient les grands personnages, des lettres échangées entre parents et amis, des lettres d'amitié et de bonne relation, de condoléance, de recommandation, des formules d'actes.

Parmi ces pièces, l'on remarque la lettre que le sultan Mourad IV écrivit au roi de Perse (folio 49) ; on trouve, aux feuillets 1-6, la première page du traité sur la correspondance diplomatique de Okčizade Mohammed Efendi, et quelques lettres officielles, tirées d'un Insha, dans une écriture divani cursive.

Canticum canticorum cum glossa ordinaria.

F. 1-42. "Incipiunt Cantica Canticorum. osculetur me osculo oris suis...-... hinnuloque cervorum super montes aromatum". F. A, note émargée à l'encre brune ; f. 42-42v. notes et maximes de la même main (additions du XIVe siècle).

Homeliarum (partie d'hiver)

F. I. Fragments d'un temporal d'hiver. Extraits d'Isaïe, LV, LVI, LX-LXII : « Omnes sitientes... », « Surge illuminare... », « Gaudens gaudebo... » F. 1-7. Le premier cahier contenant des homélies liées à la fête de l'Ascension, provient certainement d'un homéliaire d'été : sermons sur Matth., XIX, 21 et VIII, 5 (f. 1-2) ; sermons de s. Augustin et de s. Léon sur l'Ascension (f. 3-7). F. 8-224. Partie primitive du manuscrit : temporal d'hiver suivi de la fête de s. André. — Vers sibyllins (Carmen de die Judicii) (40) ; — Oratio Jeremiae (214v)F. 218v, début du sanctoral (9 leçons).

Horae ad usum romanum

F. 1-12v. Calendrier en français, à l’encre rouge et noire, où l’on remarque des formes dialectales picardes et plusieurs saints du Nord : « sainte Audegonde » (30 janvier) ; « le Candelier » (2 févr.) ; « ste Gertrude » (17 mars) ; « saint Quentin » (2 mai) ; « saint Ernoulx » [ep. Suessonensis] (16 août) ; « saint Bertin » (5 septembre) ; « saint Lambert » (17 septembre) ; « saint Franchois » (4 oct.) ; « saint Gillain » [mart. in Hannonia] (16 oct., Ghislain); « le jour st Estievene » (26 déc., rouge). Une deuxième main très cursive ajouté d’autres saints, dont « s. Amand » (6 févr.) ; « s. Waleri » (1er avril) ; « s. Fuscien » [mart. Ambianensis] (27 juin et 10 déc.) ; « s. Firmin » [mart. Ambianensis] (25 septembre) ; « s. Bavon » (1er oct.). F. 13v-17v. « ... hore sancte Crucis». F. 18v-22v. « ... hore de sancto Spiritu ».F. 23v-85. « ... hore beate marie virginis secundum usum romanum ». F. 86v-94v. Office de la Vierge, selon les temps de l’année. « ... officum beate Marie virginis quod dicitur per totum adventum ad vesperas ».F.95-115. « ... septem psalmi penitentiales cum suis litaniis et precibus ». A noter « ... sancte Lamberte... sancte Rumolde [ep. Mechlinensis]... sancte Fursee [ab. Latiniacensis] ... sancte Amande... sancte Vedaste, sancte Bavo... sancte Philiberte... santa Ursula... sancta Brigida... sancta Aldegondis, sancta Gertrudis... ».F.116v-152v. « ... vigilie mortuorum » office des morts à l’usage de Sarum-Normandie-Metz ; cf. K. Ottosen, Responsories..., p. 242 (116v-151). — « Octo versus beati Bernardi ». « Illumina oculos meos ne umquam obdormiam... » ; cf. Leroquais, Livres d’heures, I, XXX-XXXI (151-152v).F.153-158v. « Initium sancti evvangelii secundum Johannem... secundum Lucam... secundum Matheum... secundum Marcum ».F. 158v-166. Suffrages aux saints : « Memoria de santo Johanne Baptista... ; devota oratio... » ; — « ... de sancto Adriano » ; — « ... de sancto Sebastiano » ; — « ... de sancto Anthonio » ; — « ... de sancto Quintino » ; — « ... de sancto Nicholae » ; — « ... de sancto Andrea » ; — « ... de sancto Fiacro ».F.166v-174v. Prières à la Vierge. « ... devotissima oratio ad beatem virginem Mariam ». « O intemerata... O Johannes... » (éd. Wilmart, Auteurs spirituels, 488-490) (166v-169v). — « Alia oratio ad beatam virginem Mariam ». « Obsecro te.... » (éd. Leroquais, Livres d’heures, II, 346-347) (169v-174). Les deux prières sont rédigées à la forme masculine. — « Laus Marie virginis ». « Salve regina... » (Analecta Hymnica, L, 318-319, n° 245) (174-174v). F. 175-184v. Suffrages aux saintes : « ... de santa Barbara » ; — « ... de sancta Margareta » ; — « ... de sancta Katerina » ; — « ... de sancta Maria Magdelena » ; — « ... de sancta Appolonia » ; — « ... de sancta Venicie [Venice, forme dérivée de Véronique] » « Veni sponsa Christi... Versus. Diffusa est gratia... Oratio. Exaudi nos Deus ut sicut de beate Venicie festivitate gaudemus, ita pie devotionis erudiamur. Per.... » ; sur le culte de sainte Véronique/Venice, en particulier à Paris, voir Gr. A. RUNNALS, Le mystère de sainte Venice, Exeter, 1980 (Textes littéraires) (175-180v). — Prières diverses : « ... quinque gaudia de beata virgine Maria » « Gaude Virgo mater Christi... » (éd. Leroquais, Livres d’heures, I, XXVI-XXVII) (180v-182). — « Oratio devota ad Jesum Christum ». « Ave domine Jhesu Christe verbum patris » (éd. Wilmart, Auteurs spirituels, 412 [III]) (182-183). — « Oratio devota que dicitur ad elevationem Domini ». « Ave verum corpus Domini nostri... » (éd. Szövérffy, Die Annalen , II, 298-299) (183-184). — « Memore de saint Miquiel », en latin (184-184v).