Patent application number | Description | Published |
20100049677 | SEQUENCE LEARNING IN A HIERARCHICAL TEMPORAL MEMORY BASED SYSTEM - A hierarchy of computing modules is configured to learn a cause of input data sensed over space and time, and is further configured to determine a cause of novel sensed input data dependent on the learned cause. At least one of the computing modules has a sequence learner module configured to associate sequences of input data received by the computing module to a set of causes previously learned in the hierarchy. | 02-25-2010 |
20120166364 | Hierarchical Temporal Memory (HTM) System Deployed as Web Service - A web-based hierarchical temporal memory (HTM) system in which one or more client devices communicate with a remote server via a communication network. The remote server includes at least a HTM server for implementing a hierarchical temporal memory (HTM). The client devices generate input data including patterns and sequences, and send the input data to the remote server for processing. The remote server (specifically, the HTM server) performs processing in order to determine the causes of the input data, and sends the results of this processing to the client devices. The client devices need not have processing and/or storage capability for running the HTM but may nevertheless take advantage of the HTM by submitting a request to the HTM server. | 06-28-2012 |
20120330885 | SEQUENCE LEARNING IN A HIERARCHICAL TEMPORAL MEMORY BASED SYSTEM - A hierarchy of computing modules is configured to learn a cause of input data sensed over space and time, and is further configured to determine a cause of novel sensed input data dependent on the learned cause. At least one of the computing modules has a sequence learner module configured to associate sequences of input data received by the computing module to a set of causes previously learned in the hierarchy. | 12-27-2012 |
20140207842 | Hierarchical Temporal Memory (HTM) System Deployed As Web Service - A web-based hierarchical temporal memory (HTM) system in which one or more client devices communicate with a remote server via a communication network. The remote server includes at least a HTM server for implementing a hierarchical temporal memory (HTM). The client devices generate input data including patterns and sequences, and send the input data to the remote server for processing. The remote server (specifically, the HTM server) performs processing in order to determine the causes of the input data, and sends the results of this processing to the client devices. The client devices need not have processing and/or storage capability for running the HTM but may nevertheless take advantage of the HTM by submitting a request to the HTM server. | 07-24-2014 |
Patent application number | Description | Published |
20090313193 | HIERARCHICAL TEMPORAL MEMORY SYSTEM WITH HIGHER-ORDER TEMPORAL POOLING CAPABILITY - A temporal pooler for a Hierarchical Temporal Memory network is provided. The temporal pooler is capable of storing information about sequences of co-occurrences in a higher-order Markov chain by splitting a co-occurrence into a plurality of sub-occurrences. Each split sub-occurrence may be part of a distinct sequence of co-occurrences. The temporal pooler receives the probability of spatial co-occurrences in training patterns and tallies counts or frequency of transitions from one sub-occurrence to another sub-occurrence in a connectivity matrix. The connectivity matrix is then processed to generate temporal statistics data. The temporal statistics data is provided to an inference engine to perform inference or prediction on input patterns. By storing information related to a higher-order Markov model, the temporal statistics data more accurately reflects long temporal sequences of co-occurrences in the training patterns. | 12-17-2009 |
20120186774 | CONTROL UNIT WITH AUTOMATIC SETBACK CAPABILITY - Methods for controlling temperature in a conditioned enclosure such as a dwelling are described that include an “auto-away” and/or “auto-arrival” feature for detecting unexpected absences which provide opportunities for significant energy savings through automatic adjustment of the setpoint temperature. According to some preferred embodiments, when no occupancy has been detected for a minimum time interval, an “auto-away” feature triggers a changes of the state of the enclosure, and the actual operating setpoint temperature is changed to a predetermined energy-saving away-state temperature, regardless of the setpoint temperature indicated by the normal thermostat schedule. The purpose of the “auto away” feature is to avoid unnecessary heating or cooling when there are no occupants present to actually experience or enjoy the comfort settings of the schedule, thereby saving energy. | 07-26-2012 |
20130099011 | ENERGY EFFICIENCY PROMOTING SCHEDULE LEARNING ALGORITHMS FOR INTELLIGENT THERMOSTAT - A user-friendly programmable thermostat is described that includes receiving an immediate-control input to change set point temperature, controlling temperature according to the set point temperature for a predetermined time interval, and then automatically resetting the set point temperature upon the ending of the predetermined time interval such that the user is urged to make further immediate-control inputs. A schedule for the programmable thermostat is automatically generated based on the immediate-control inputs. Methods are also described for receiving user input relating to the user's preference regarding automatically generating a schedule, and determining whether or not to automatically adopt an automatically generated schedule based on the received user input. | 04-25-2013 |
20140101082 | AUTOMATED PRESENCE DETECTION AND PRESENCE-RELATED CONTROL WITHIN AN INTELLIGENT CONTROLLER - The current application is directed to intelligent controllers that use sensor output and electronically stored information, including one or more of electronically stored rules, parameters, and instructions, to determine whether or not one or more types of entities are present within an area, volume, or environment monitored by the intelligent controllers. The intelligent controllers select operational modes and modify control schedules with respect to the presence and absence of the one or more entities. The intelligent controllers employ feedback information to continuously adjust the electronically stored parameters and rules in order to minimize the number of incorrect inferences with respect to the presence or absence of the one or more entities and in order to maximize the efficiency by which various types of systems controlled by the intelligent controllers carry out selected operational modes. | 04-10-2014 |
20150142180 | CONTROL UNIT WITH AUTOMATIC SETBACK CAPABILITY - Methods for controlling temperature in a conditioned enclosure such as a dwelling are described that include an “auto-away” and/or “auto-arrival” feature for detecting unexpected absences which provide opportunities for significant energy savings through automatic adjustment of the setpoint temperature. According to some preferred embodiments, when no occupancy has been detected for a minimum time interval, an “auto-away” feature triggers a changes of the state of the enclosure, and the actual operating setpoint temperature is changed to a predetermined energy-saving away-state temperature, regardless of the setpoint temperature indicated by the normal thermostat schedule. The purpose of the “auto away” feature is to avoid unnecessary heating or cooling when there are no occupants present to actually experience or enjoy the comfort settings of the schedule, thereby saving energy. | 05-21-2015 |
Patent application number | Description | Published |
20140358826 | SYSTEMS AND METHODS FOR CONTENT RESPONSE PREDICTION - Techniques for predicting a user response to content are described. According to various embodiments, a configuration file is accessed, where the configuration file includes a user-specification of raw data accessible via external data sources and raw data encoding rules. In some embodiments, the raw data includes raw member data associated with a particular member and raw content data associated with a particular content item. Thereafter, source modules encode the raw data from the external data sources into feature vectors, based on the raw data encoding rules. An assembler module assembles one or more of the feature vectors into an assembled feature vector, based on user-specified assembly rules included in the configuration file. A prediction module performs a prediction modeling process based on the assembled feature vector and a prediction model, to predict a likelihood of the particular member performing a particular user action on the particular content item. | 12-04-2014 |
20150088788 | SYSTEMS AND METHODS FOR CONTENT RESPONSE PREDICTION - Techniques for predicting a user response to content are described. According to various embodiments, a configuration file is accessed, where the configuration file includes a user-specification of raw data accessible via external data sources and raw data encoding rules. In some embodiments, the raw data includes raw member data associated with a particular member and raw content data associated with a particular content item. Thereafter, source modules encode the raw data from the external data sources into feature vectors, based on the raw data encoding rules. An assembler module assembles one or more of the feature vectors into an assembled feature vector, based on user-specified assembly rules included in the configuration file. A prediction module performs a prediction modeling process based on the assembled feature vector and a prediction model, to predict a likelihood of the particular member performing a particular user action on the particular content item. | 03-26-2015 |
Patent application number | Description | Published |
20140147833 | BASE RECOGNITION BASED ON THE CONFORMATION CHANGE OF A MOTOR MOLECULE - A mechanism is provided for base recognition in a nanopore detection system. A complex including a long chain polynucleotide and a motor molecule is formed. The complex is localized in a nanopore of the nanopore detection system. A conformation change of the motor molecule is detected while localized in the nanopore by an ionic current having an amplitude and duration time. The detected conformation change includes the motor molecule forming a base pair by incorporating a single base of the long chain polynucleotide and by synthesizing a complementary base of the single base. An identity of the single base of the long change polynucleotide is determined from the amplitude and the duration time of the conformation change of the motor molecule for the base pair. | 05-29-2014 |
20140147835 | BASE RECOGNITION BASED ON THE CONFORMATION CHANGE OF A MOTOR MOLECULE - A mechanism is provided for base recognition in a nanopore detection system. A complex including a long chain polynucleotide and a motor molecule is formed. The complex is localized in a nanopore of the nanopore detection system. A conformation change of the motor molecule is detected while localized in the nanopore by an ionic current having an amplitude and duration time. The detected conformation change includes the motor molecule forming a base pair by incorporating a single base of the long chain polynucleotide and by synthesizing a complementary base of the single base. An identity of the single base of the long change polynucleotide is determined from the amplitude and the duration time of the conformation change of the motor molecule for the base pair. | 05-29-2014 |
20140302675 | Nanogap in-between noble metals - A nanogap of controlled width in-between noble metals is produced using sidewall techniques and chemical-mechanical-polishing. Electrical connections are provided to enable current measurements across the nanogap for analytical purposes. The nanogap in-between noble metals may also be formed inside a Damascene trench. The nanogap in-between noble metals may also be inserted into a crossed slit nanopore framework. A noble metal layer on the side of the nanogap may have sub-layers serving the purpose of multiple simultaneous electrical measurements. | 10-09-2014 |
20140318966 | SILICON OXIDE NANOPORE WETTING AND STABILIZATION BY MOLECULAR COATING - A nanopore device includes a multi-layer structure comprising a surface defining an aperture extending through the multi-layer structure, wherein at least the surface comprising a minimal diameter comprises a monosilane functionalized silicon dioxide having a silicon-oxygen-silicon bond, the monosilane functionalized silicon dioxide having the following structure: | 10-30-2014 |
20140370326 | NANOPOROUS STRUCTURES BY REACTIVE ION ETCHING - A method for forming porous metal structures and the resulting structure may include forming a metal structure above a substrate. A masking layer may be formed above the metal structure, and then etched using a reactive ion etching process with a mask etchant and a metal etchant. Etching the masking layer may result in the formation of a plurality of pores in the metal structure. In some embodiments, the metal structure may include a first end region, a second end region, and an intermediate region. Before etching the masking layer, a protective layer may be formed above the first end region and the second end region, so that the plurality of pores is contained within the intermediate region. In some embodiments, the intermediate metal region may be a nanostructure such as a nanowire. | 12-18-2014 |
20140374694 | MANUFACTURABLE SUB-3 NANOMETER PALLADIUM GAP DEVICES FOR FIXED ELECTRODE TUNNELING RECOGNITION - A technique is provided for manufacturing a nanogap in a nanodevice. An oxide is disposed on a wafer. A nanowire is disposed on the oxide. A helium ion beam is applied to cut the nanowire into a first nanowire part and a second nanowire part which forms the nanogap in the nanodevice. Applying the helium ion beam to cut the nanogap forms a signature of nanowire material in proximity to at least one opening of the nanogap. | 12-25-2014 |
20140377900 | MANUFACTURABLE SUB-3 NANOMETER PALLADIUM GAP DEVICES FOR FIXED ELECTRODE TUNNELING RECOGNITION - A technique is provided for manufacturing a nanogap in a nanodevice. An oxide is disposed on a wafer. A nanowire is disposed on the oxide. A helium ion beam is applied to cut the nanowire into a first nanowire part and a second nanowire part which forms the nanogap in the nanodevice. Applying the helium ion beam to cut the nanogap forms a signature of nanowire material in proximity to at least one opening of the nano gap. | 12-25-2014 |
20150056407 | SOLID STATE NANOPORE DEVICES AND METHODS OF MANUFACTURE - Solid state nanopore devices for nanopore applications and methods of manufacture are disclosed herein. The method includes forming a membrane layer on an underlying substrate. The method further includes forming a hole in the membrane layer. The method further comprises plugging the hole with a sacrificial material. The method further includes forming a membrane over the sacrificial material. The method further includes removing the sacrificial material within the hole and portions of the underlying substrate. The method further includes drilling an opening in the membrane, aligned with the hole. | 02-26-2015 |
20150056732 | SOLID STATE NANOPORE DEVICES AND METHODS OF MANUFACTURE - Solid state nanopore devices for nanopore applications and methods of manufacture are disclosed herein. The method includes forming a membrane layer on an underlying substrate. The method further includes forming a hole in the membrane layer. The method further comprises plugging the hole with a sacrificial material. The method further includes forming a membrane over the sacrificial material. The method further includes removing the sacrificial material within the hole and portions of the underlying substrate. The method further includes drilling an opening in the membrane, aligned with the hole. | 02-26-2015 |
20150140716 | MANUFACTURABLE SUB-3 NANOMETER PALLADIUM GAP DEVICES FOR FIXED ELECTRODE TUNNELING RECOGNITION - A technique is provided for manufacturing a nanogap in a nanodevice. An oxide is disposed on a wafer. A nanowire is disposed on the oxide. A helium ion beam is applied to cut the nanowire into a first nanowire part and a second nanowire part which forms the nanogap in the nanodevice. Applying the helium ion beam to cut the nanogap forms a signature of nanowire material in proximity to at least one opening of the nano gap. | 05-21-2015 |
20150144887 | MANUFACTURABLE SUB-3 NANOMETER PALLADIUM GAP DEVICES FOR FIXED ELECTRODE TUNNELING RECOGNITION - A technique is provided for manufacturing a nanogap in a nanodevice. An oxide is disposed on a wafer. A nanowire is disposed on the oxide. A helium ion beam is applied to cut the nanowire into a first nanowire part and a second nanowire part which forms the nanogap in the nanodevice. Applying the helium ion beam to cut the nanogap forms a signature of nanowire material in proximity to at least one opening of the nano gap. | 05-28-2015 |
20150144888 | MANUFACTURABLE SUB-3 NANOMETER PALLADIUM GAP DEVICES FOR FIXED ELECTRODE TUNNELING RECOGNITION - A technique is provided for manufacturing a nanogap in a nanodevice. An oxide is disposed on a wafer. A nanowire is disposed on the oxide. A helium ion beam is applied to cut the nanowire into a first nanowire part and a second nanowire part which forms the nanogap in the nanodevice. Applying the helium ion beam to cut the nanogap forms a signature of nanowire material in proximity to at least one opening of the nanogap. | 05-28-2015 |
20150153320 | MANUFACTURABLE SUB-3 NANOMETER PALLADIUM GAP DEVICES FOR FIXED ELECTRODE TUNNELING RECOGNITION - A technique is provided for manufacturing a nanogap in a nanodevice. An oxide is disposed on a wafer. A nanowire is disposed on the oxide. A helium ion beam is applied to cut the nanowire into a first nanowire part and a second nanowire part which forms the nanogap in the nanodevice. Applying the helium ion beam to cut the nanogap forms a signature of nanowire material in proximity to at least one opening of the nano gap. | 06-04-2015 |