Example #1
0
        /// <summary>
        /// Creates a new collumn with specified number of cells and a single proximal dendtrite segment.
        /// </summary>
        /// <param name="numCells">Number of cells in the column.</param>
        /// <param name="colIndx">Column index.</param>
        /// <param name="synapsePermConnected">Permanence threshold value to declare synapse as connected.</param>
        /// <param name="numInputs">Number of input neorn cells.</param>
        public Column(int numCells, int colIndx, double synapsePermConnected, int numInputs)
        {
            this.Index = colIndx;

            this.hashcode = GetHashCode();

            Cells = new Cell[numCells];

            for (int i = 0; i < numCells; i++)
            {
                Cells[i] = new Cell(this.Index, i, this.GetNumCellsPerColumn(), this.CellId, CellActivity.ActiveCell);
            }

            // We keep tracking of this column only
            this.connectedInputCounter = new SparseBinaryMatrix(new int[] { 1, numInputs });

            ProximalDendrite = new ProximalDendrite(colIndx, synapsePermConnected, numInputs);

            this.ConnectedInputCounterMatrix = new SparseBinaryMatrix(new int[] { 1, numInputs });
        }
        public static ProximalDendrite Deserialize(StreamReader sr)
        {
            ProximalDendrite proximal = new ProximalDendrite();

            HtmSerializer2 ser = new HtmSerializer2();

            while (sr.Peek() >= 0)
            {
                string data = sr.ReadLine();
                if (data == String.Empty || data == ser.ReadBegin(nameof(ProximalDendrite)) || (data.ToCharArray()[0] == HtmSerializer2.ElementsDelimiter && data.ToCharArray()[1] == HtmSerializer2.ParameterDelimiter) || data.ToCharArray()[1] == HtmSerializer2.ParameterDelimiter)
                {
                    continue;
                }
                else if (data == ser.ReadBegin(nameof(Pool)))
                {
                    proximal.RFPool = Pool.Deserialize(sr);
                }
                //else if (data == ser.ReadBegin(nameof(Integer)))
                //{
                //    proximal.boxedIndex = Integer.Deserialize(sr);
                //}
                else if (data == ser.ReadBegin(nameof(Synapse)))
                {
                    proximal.Synapses.Add(Synapse.Deserialize(sr));
                }
                else if (data == ser.ReadEnd(nameof(ProximalDendrite)))
                {
                    break;
                }
                else
                {
                    string[] str = data.Split(HtmSerializer2.ParameterDelimiter);
                    for (int i = 0; i < str.Length; i++)
                    {
                        switch (i)
                        {
                        case 0:
                        {
                            proximal.SegmentIndex = ser.ReadIntValue(str[i]);
                            break;
                        }

                        case 1:
                        {
                            proximal.SynapsePermConnected = ser.ReadDoubleValue(str[i]);
                            break;
                        }

                        case 2:
                        {
                            proximal.NumInputs = ser.ReadIntValue(str[i]);
                            break;
                        }

                        default:
                        { break; }
                        }
                    }
                }
            }
            return(proximal);
        }
        public bool Equals(ProximalDendrite obj)
        {
            if (this == obj)
            {
                return(true);
            }
            if (obj == null)
            {
                return(false);
            }

            ProximalDendrite other = (ProximalDendrite)obj;

            if (RFPool == null)
            {
                if (other.RFPool != null)
                {
                    return(false);
                }
            }
            else if (!RFPool.Equals(other.RFPool))
            {
                return(false);
            }

            if (SegmentIndex != other.SegmentIndex)
            {
                return(false);
            }

            if (Synapses == null)
            {
                if (other.Synapses != null)
                {
                    return(false);
                }
            }
            else if (!Synapses.SequenceEqual(other.Synapses))
            {
                return(false);
            }

            //if (boxedIndex == null)
            //{
            //    if (other.boxedIndex != null)
            //        return false;
            //}
            //else if (!boxedIndex.Equals(other.boxedIndex))
            //    return false;

            if (SynapsePermConnected != other.SynapsePermConnected)
            {
                return(false);
            }
            if (NumInputs != other.NumInputs)
            {
                return(false);
            }

            return(true);
        }
Example #4
0
        public static Column Deserialize(StreamReader sr)
        {
            Column column = new Column();

            HtmSerializer2 ser = new HtmSerializer2();


            while (!sr.EndOfStream)
            {
                string data = sr.ReadLine();
                if (data == String.Empty || data == ser.ReadBegin(nameof(Column)) || data == ser.ValueDelimiter)
                {
                    continue;
                }
                else if (data == ser.ReadBegin(nameof(SparseBinaryMatrix)))
                {
                    column.connectedInputCounter = SparseBinaryMatrix.Deserialize(sr);
                }
                //else if (data == ser.ReadBegin(nameof(SparseBinaryMatrix)))
                //{
                //    column.ConnectedInputCounterMatrix = SparseBinaryMatrix.Deserialize(sr);
                //}
                else if (data == ser.ReadBegin(nameof(ProximalDendrite)))
                {
                    column.ProximalDendrite = ProximalDendrite.Deserialize(sr);
                }
                else if (data == ser.ReadBegin(nameof(Cell)))
                {
                    column.Cells = ser.DeserializeCellArray(data, sr);
                }
                else if (data == ser.ReadEnd(nameof(Column)))
                {
                    break;
                }
                else
                {
                    string[] str = data.Split(HtmSerializer2.ParameterDelimiter);
                    for (int i = 0; i < str.Length; i++)
                    {
                        switch (i)
                        {
                        case 0:
                        {
                            column.CellId = ser.ReadIntValue(str[i]);
                            break;
                        }

                        case 1:
                        {
                            column.Index = ser.ReadIntValue(str[i]);
                            break;
                        }

                        default:
                        { break; }
                        }
                    }
                }
            }
            return(column);
        }
Example #5
0
        public bool Equals(Column obj)
        {
            if (this == obj)
            {
                return(true);
            }
            if (obj == null)
            {
                return(false);
            }

            if (connectedInputCounter == null)
            {
                if (obj.connectedInputCounter != null)
                {
                    return(false);
                }
            }
            else if (!connectedInputCounter.Equals(obj.connectedInputCounter))
            {
                return(false);
            }
            if (ConnectedInputCounterMatrix == null)
            {
                if (obj.ConnectedInputCounterMatrix != null)
                {
                    return(false);
                }
            }
            else if (!ConnectedInputCounterMatrix.Equals(obj.ConnectedInputCounterMatrix))
            {
                return(false);
            }
            if (ProximalDendrite == null)
            {
                if (obj.ProximalDendrite != null)
                {
                    return(false);
                }
            }
            else if (!ProximalDendrite.Equals(obj.ProximalDendrite))
            {
                return(false);
            }
            if (obj.Cells != null && Cells != null)
            {
                if (!obj.Cells.SequenceEqual(Cells))
                {
                    return(false);
                }
            }
            if (Index != obj.Index)
            {
                return(false);
            }
            if (CellId != obj.CellId)
            {
                return(false);
            }

            return(true);
        }